| 2005 | "Cognitive" memory. Bernard Widrow, Juan Carlos Aragon |
| 2005 | 2 types of complex-valued Hopfield networks and the application to a traffic signal control. Ikuko Nishikawa, Kazutoshi Sakakibara, Takeshi Iritani, Yasuaki Kuroe |
| 2005 | A SVM approach for detection of hemorrhages in background diabetic retinopathy. Xiaohui Zhang, Opas Chutatape |
| 2005 | A better scaled local tangent space alignment algorithm. Jian Yang, Fuxin Li, Jue Wang |
| 2005 | A biologically inspired computational vision front-end based on a self-organised pseudo-randomly tessellated artificial retina. Sumitha L. Balasuriya, Paul Siebert |
| 2005 | A chaos synchronization-based dynamic vision model for image segmentation. Hanif Azhar, Khan Iftekharuddin, Robert Kozma |
| 2005 | A classifier ensemble model and its applications. Daqi Gao, Shangming Zhu, Wei Chen, Yongli Li |
| 2005 | A combinative function approximation model and its applications to electronic noses. Daqi Gao, Tong Zhen, Li Yongli |
| 2005 | A combined SVM and LDA approach for classification. Tao Xiong, Vladimir Cherkassky |
| 2005 | A comparative analysis of the performance of hybrid and non-hybrid multi-classifier systems. Anne M. P. Canuto, Marcilio C. P. de Souto, Araken M. Santos, Valéria Maria S. Bezerra, Sussany Mirelli |
| 2005 | A comparative study of artificial neural network techniques for river stage forecasting. Christian W. Dawson, Linda M. See, Robert J. Abrahart, Robert L. Wilby, Asaad Y. Shamseldin, François Anctil, Ahmed Nabil Belbachir, Gavin J. Bowden, Graeme C. Dandy, Nicolas Lauzon, Holger R. Maier |
| 2005 | A comparative study of neural network to artificial noses. Aida Araujo Ferreira, Teresa Bernarda Ludermir, Ronaldo Ribeiro Barbosa de Aquino |
| 2005 | A comparative study of the IDS method and feedforward neural networks. Masayuki Murakami, Nakaji Honda |
| 2005 | A comparative study on term weighting schemes for text categorization. Man Lan, Sam Yuan Sung, Hwee-Boon Low, Chew Lim Tan |
| 2005 | A comparison of combination methods for ensembles of RBF networks. Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo |
| 2005 | A computational model of reach decisions in the primate cerebral cortex. Paul Cisek |
| 2005 | A computational neurogenetic model of a spiking neuron. Nikola K. Kasabov, Lubica Benuskova, Simei Gomes Wysoski |
| 2005 | A constrained optimization algorithm for training locally recurrent globally feedforward neural networks. Paris A. Mastorocostas |
| 2005 | A constructive and hierarchical self-organizing model in a non-stationary environment. Chihli Hung, Stefan Wermter |
| 2005 | A continuous attractor neural network model of divided visual attention. Dominic I. Standage, Thomas Trappenberg, Raymond M. Klein |
| 2005 | A convergence rate estimate for the SVM decomposition method. Daniel T. H. Lai, Alistair Shilton, Nallasamy Mani, Marimuthu Palaniswami |
| 2005 | A digital LSI architecture of elastic graph matching and its FPGA implementation. Teppei Nakano, Takashi Morie |
| 2005 | A directional multi-resolution ridgelet network. Shuyuan Yang, Min Wang, Licheng Jiao |
| 2005 | A disturbance rejection based neural network algorithm for control of air pollution emissions. Steve Piche, Paul Sabiston |
| 2005 | A fast neural network-based detection and tracking of dim moving targets in FLIR imagery. Jagdish Chandra Patra, Ferdinan Widjaja, Amitabha Das, Ee Luang Ang |
| 2005 | A framework for the verification of air quality forecasting models using self-organizing feature maps. Xavier Guilbeault, Stéphane Gaudreault, Louis-Philippe Crevier, Joel Martin |
| 2005 | A fully approach for key variables identification of EMG evaluation signal. Yanfeng Hou, Jacek M. Zurada, Waldemar Karwowski, William M. Marras |
| 2005 | A gradient descending solution to the LASSO criteria. Nan Zhang, Shuqing Zeng |
| 2005 | A hierarchical Bayesian model of invariant pattern recognition in the visual cortex. Dileep George, Jeff Hawkins |
| 2005 | A hierarchical coevolutionary method to support brain-lesion modelling. Michail Maniadakis, Panos E. Trahanias |
| 2005 | A hierarchical hybrid neural model with time integrators in long-term peak-load forecasting. Otávio Augusto Salgado Carpinteiro, Rafael Coradi Leme, Antonio C. Zambroni de Souza, Paulo S. Quintanilha Filho |
| 2005 | A hybrid neural network for optimal TDMA transmission scheduling in packet radio networks. Haixiang Shi, Lipo Wang |
| 2005 | A method of oscillatory trajectory generation using recurrent hybrid neural networks. Yasuaki Kuroe, Kei Miura |
| 2005 | A method to extract non-linear principal components of large datasets - an application in skill transfer. Silvia S. C. Botelho, Rodrigo de Bem, Matheus Bacelo de Figueiredo, Willian Lautenschlger, Tania Mezzadri Centeno, Mauricio M. Mata |
| 2005 | A model of Baldwin effect in populations of self-learning agents. Vladimir G. Red'ko, Oleg P. Mosalov, Danil V. Prokhorov |
| 2005 | A model of document clustering using ant colony algorithm and validity index. Yan Yang, Mohamed Kamel, Fan Jin |
| 2005 | A modified frequency domain cross correlation implemented in MATLAB for fast sub-image detection using neural networks. Hazem M. El-Bakry, Qiangfu Zhao |
| 2005 | A motion trajectory based video retrieval system using parallel adaptive self organizing maps. Wei Qu, Faisal I. Bashir, Daniel Graupe, Ashfaq Khokhar, Dan Schonfeld |
| 2005 | A multilayer perceptron approach for the retrieval of vertical temperature profiles from satellite radiation data. Elcio H. Shiguemori, Jose Demisio S. da Silva, Haroldo F. de Campos Velho, João C. Carvalho |
| 2005 | A multiple BAM for hetero-association and multisensory integration modelling. Emanuelle Reynaud, Hélène Paugam-Moisy |
| 2005 | A neural network model for the decision-making process based on AHP. Satoshi Matsuda |
| 2005 | A neural network-based prediction model of AR inhibitory activity from a sparse set of compounds. Rafael Parra-Hernandez, Erik M. Laxdal, Nikitas J. Dimopoulos, Polyxeni Alexiou |
| 2005 | A neural phase rotator for PAPR reduction of PCC-OFDM signal. Masaya Ohta, Hideyuki Yamada, Katsumi Yamashita |
| 2005 | A neural supergranph matching architecture. Stefan Klinger, Jim Austin |
| 2005 | A neuro-SVM model for text classification using latent semantic indexing. Vikramjit Mitra, Chia-Jiu Wang, Satarupa Banerjee |
| 2005 | A neuro-fuzzy based sensor and actuator fault estimation scheme for unknown nonlinear systems. Abbas Khosravi, Heidar Ali Talebi, Mehdi Karrari |
| 2005 | A new N-parallel updating method of the Hopfield-type neural network for N-queens problem. Thanh-Nhat Le, Cong-Kha Pham |
| 2005 | A new approach to hierarchical clustering for the analysis of genomic data. Francesco Masulli, Stefano Rovetta |
| 2005 | A new hybrid neural system interfacing neurons and silicon hardware for fast signal recognition. Zihong Liu, Zhihua Wang |
| 2005 | A new k-winners-take-all neural network. Shubao Liu, Jun Wang |
| 2005 | A new kind of Hopfield networks for finding global optimum. Xiaofei Huang |
| 2005 | A new model for learning in graph domains. Marco Gori, Gabriele Monfardini, Franco Scarselli |
| 2005 | A new pulse mode self organizing map hardware with digital phase locked loops. Hiroomi Hikawa |
| 2005 | A new saliency measure for inputs selection and node pruning in neural network. Eric Fock, Alfred Jean Philippe Lauret, Thierry Alex Mara |
| 2005 | A new scene analysis using genetic algorithm based fuzzy ID3 method. Jyh-Yeong Chang, Chien-Wen Cho |
| 2005 | A novel approach to reduce interconnect complexity in ANN hardware implementation. Luiz Brunelli, Elmar U. K. Melcher, Alisson Vasconcelos de Brito, Raimundo C. S. Freire |
| 2005 | A novel fuzzy clustering neural network. Pradeep M. Patil, Manish P. Deshmukh, P. M. Mahajan |
| 2005 | A novel hybrid learning scheme for pattern recognition. Lai-Ping Wong, Alex Leng Phuan Tay, Jian Xu |
| 2005 | A novel image retrieval system based on BP neural network. Jun-Hua Han, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu |
| 2005 | A novel radial basis function network classifier with centers set by hierarchical clustering. Yu-Yen Ou, Yen-Jen Oyang, Chien-Yu Chen |
| 2005 | A phase-equation model for a large phase lead in manual tracking caused by intermittent visual information. Yasuhiro Takachi, Yasuji Sawada |
| 2005 | A reconfigurable parallel architecture for SVM classification. Ian Biasi, Andrea Boni, Alessandro Zorat |
| 2005 | A recurrent RBF network model for nearest neighbor classification. Mehmet K. Muezzinoglu, Jacek M. Zuracla |
| 2005 | A recurrent fuzzy-neural filter for real-time separation of lung sounds. Paris A. Mastorocostas, John B. Theocharis |
| 2005 | A recurrent neural network for sound-source motion tracking and prediction. John C. Murray, Harry R. Erwin, Stefan Wermter |
| 2005 | A research on combination methods for ensembles of multilayer feedforward. Joaquín Torres-Sospedra, Mercedes Fernández-Redondo, Carlos Hernández-Espinosa |
| 2005 | A ridgelet kernel approach for regression using particle swarm optimization algorithm. Shuyuan Yang, Min Wang, Licheng Jiao |
| 2005 | A robust deterministic annealing algorithm for data clustering. XuLei Yang, Qing Song, Sheng Liu |
| 2005 | A self-organizing map for concept classification in information retrieval. Guy Desjardins, Robert Godin, Robert Proulx |
| 2005 | A self-organizing neural network approach for the identification of motifs with insertions and deletions in protein sequences. Xiaoxu Xiong, Derong Liu, Huaguang Zhang |
| 2005 | A simple hierarchical approximation RBF neural network. Peggy Israel Doerschuk, Sainath Shrikant Pawaskar |
| 2005 | A simple trick for constructing Bayesian formulations of sparse kernel learning methods. Gavin C. Cawley, Nicola L. C. Talbot |
| 2005 | A simpler Bayesian network model for genetic regulatory network inference. Gustavo Bastos, Katia S. Guimarães |
| 2005 | A single-layer radial basis function network classifier and its applications. Daqi Gao, Mingming Chen, Yongli Li |
| 2005 | A soft Bayes perceptron. Michael Brückner, Werner Dilger |
| 2005 | A spatiotemporal approach to tornado prediction. Valliappa Lakshmanan, Indra Adrianto, Travis M. Smith, Gregory Stumpf |
| 2005 | A spiking neuron representation of auditory signals. Guoping Wang, Misha Pavel |
| 2005 | A study of AdaBoost with SVM based weak learners. Xuchun Li, Lei Wang, Eric Sung |
| 2005 | A symbolic approach to the solution of F-classification problems. Antonello Rizzi, Guido Del Vescovo |
| 2005 | A threshold varying bisection method for cost sensitive learning in neural networks. Parag C. Pendharkar |
| 2005 | A variable-parameter neural network trained by improved genetic algorithm and its application. Steve S. H. Ling, Hak-Keung Lam, Frank Hung-Fat Leung |
| 2005 | A variational Bayesian method for rectified factor analysis. Markus Harva, Ata Kabán |
| 2005 | A vigilance-free ART network with general geometry internal categories. Dinani Gomes, Manuel Fernández Delgado, Senén Barro |
| 2005 | A visualization technique for self-organizing maps with vector fields to obtain the cluster structure at desired levels of detail. Georg Pölzlbauer, Michael Dittenbach, Andreas Rauber |
| 2005 | A weighted voting model of associative memory: theoretical analysis. Xiaoyan Mu, Paul Watta, Mohamad H. Hassoun |
| 2005 | ART2 based classification of sparse high dimensional parameter sets for a simulation parameter selection assistant. Gregory A. Klotz, Deborah A. Stacey |
| 2005 | Ability to skip steps emerging from chaotic dynamics. Luciana P. P. Bueno, Aluízio F. R. Araújo |
| 2005 | Adaptive Tanaka-Sugeno fuzzy cerebellar model articulation controller for output tracking control. Tung-Sheng Chiang, Chian-Song Chiu |
| 2005 | Adaptive flight control with living neuronal networks on microelectrode arrays. Thomas B. DeMarse, Karl P. Dockendorf |
| 2005 | Aircraft cabin noise minimization via neural network inverse model. Xiao Hu, Greg Clark, M. Travis, John L. Vian, Donald C. Wunsch |
| 2005 | Algorithms of fast SVM evaluation based on subspace projection. Jian-xiong Dong, Ching Y. Suen, Adam Krzyzak |
| 2005 | An adaptive function neural network (ADFUNN) for phrase recognition. Miao Kang, Dominic Palmer-Brown |
| 2005 | An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis. Matthias Böhm, Kurt Stadlthanner, Elmar Wolfgang Lang, Fabian J. Theis, Peter Gruber, Ana Maria Tomé, Ana Rita Teixeira, Carlos García Puntonet |
| 2005 | An algorithm for pruning redundant modules in min-ma modular network [min-ma read min-max]. Hui-Cheng Lian, Bao-Liang Lu |
| 2005 | An analysis of associative chaotic neurodynamics by using surrogate neurons. Masaharu Adachi |
| 2005 | An analysis of gradient-based policy iteration. James Dankert, Lei Yang, Jennie Si |
| 2005 | An analysis of underfitting in MLP networks. Sridhar Narayan, Gene A. Tagliarini |
| 2005 | An approach to predicting non-deterministic neural network behavior. Edgar Fuller, Sampath Yerramalla, Bojan Cukic, Srikanth Gururajan |
| 2005 | An associative memory for the on-line recognition and prediction of temporal sequences. Joy Bose, Steve B. Furber, Jonathan L. Shapiro |
| 2005 | An automatic method to detect missing components in manufactured products. Giuseppe Acciani, Gioacchino Brunetti, Ernesto Chiarantoni, Girolamo Fornarelli |
| 2005 | An efficient learning algorithm for finding multiple solutions based on fixed-point homotopy method. Hiroshi Ninomiya, Chikahiro Tomita, Hideki Asai |
| 2005 | An empirical comparison of individual machine learning techniques and ensemble approaches in protein structural class prediction. Valnaide G. Bittencourt, Márjory C. C. Abreu, Marcilio C. P. de Souto, Anne Magály de Paula Canuto |
| 2005 | An evolved Seega player capable of strong novice-level play. Ashraf M. Abdelbar, Ossama Soliman, Sherif Kinawy, Hisham Sayed |
| 2005 | An experimental comparison of semi-supervised ARTMAP architectures, GCS and GNG classifiers. Quang Le, Georgios C. Anagnostopoulos, Michael Georgiopoulos, Ken Ports |
| 2005 | An experimental study of several decision issues for feature selection with multi-layer perceptrons. Enrique Romero, Josep M. Sopena |
| 2005 | An improved kernel Fisher discriminant classifier and its applications. Daqi Gao, Zhen Wang, Yongli Li |
| 2005 | An incremental growing neural gas learns topologies. Yann Prudent, Abdellatif Ennaji |
| 2005 | An information theoretic approach to adaptive system training using unlabeled data. Kyu-Hwa Jeong, Jian-Wu Xu, José C. Príncipe |
| 2005 | An integrate and fire model of prefrontal cortex provides a biological implementation of action selection in reinforcement learning theory that reuses known representations. Randal A. Koene, Michael E. Hasselmo |
| 2005 | An integrated fault tolerant control framework using adaptive critic design. Gary G. Yen, Pedro G. DeLima |
| 2005 | An iterative relevance feedback learning algorithm for image retrieval systems. Saravanakumar Srinivasan, Mahmood R. Azimi-Sadjadi |
| 2005 | An optimal entropy estimator for discrete random variables. Motoki Shiga, Yasunari Yokota |
| 2005 | An orientation-selective multi-chip aVLSI applicable to texture analysis. Kazuhiro Shimonomura, Tetsuya Yagi |
| 2005 | Analog current-mode CMOS implementation of central pattern generator for robot locomotion. Kazuki Nakada, Tetsuya Asai, Tetsuya Hirose, Yoshihito Amemiya |
| 2005 | Analog current-mode design for soft-max computation. Davide Piombo, Rodolfo Zunino |
| 2005 | Analog current-mode design for soft-max computation. Davide Piombo, Rodolfo Zunino |
| 2005 | Analysis of phase transitions in KIV with amygdala during simulated navigation control. Robert Kozma, Mark Myers |
| 2005 | Analysis of signal separation and signal distortion in feedforward and feedback blind source separation based on source spectra. Akihide Horita, Kenji Nakayama, Akihiro Hirano, Yasuhiro Dejima |
| 2005 | Analyzing the state space property of echo state networks for chaotic system prediction. Jianhui Xi, Zhiwei Shi, Min Han |
| 2005 | Application of a CMAC neural network to the control of a parallel hybrid-electric propulsion system for a small unmanned aerial vehicle. Frederick G. Harmon, Andrew A. Frank, Sanjay S. Joshi |
| 2005 | Application of multi-branch neural networks to stock market prediction. Takashi Yamashita, Kotaro Hirasawa, Jinglu Hu |
| 2005 | Application of neural networks to 3G power amplifier modeling. Taijun Liu, Slim Boumaiza, Fadhel M. Ghannouchi |
| 2005 | Application of polymer microstructures with controlled surface chemistries as a platform for creating and interfacing with synthetic neural networks. Geoffrey Mealing, Mahmud Bani-Yaghoub, Roger Tremblay, Robert Monette, John Mielke, Raluca Voicu, Christophe Py, Raluca Barjovanu, Karim Faid |
| 2005 | Applications of neural network methods to the processing of Earth observation satellite data. Diego G. Loyola |
| 2005 | Approximate dynamic programming for high dimensional resource allocation problems. Warren B. Powell, Abraham P. George, Belgacem Bouzaïene-Ayari, Hugo P. Simão |
| 2005 | Are ARIMA neural network hybrids better than single models? Tugba Taskaya-Temizel, Khurshid Ahmad |
| 2005 | Artificial cognitive BP-CT ant routing algorithm. Jing Xu, Chunyu Liu, Xiaobo Sun |
| 2005 | Artificial intelligence for conflict management. E. Habtemariam, Tshilidzi Marwala, Monica Lagazio |
| 2005 | Artificial neural network computation on graphic process unit. Zhongwen Luo, Hongzhi Liu, Xincai Wu |
| 2005 | Artificial neural networks associated to calorimetry to preview polymer composition of high solid content emulsion copolymerizations. Domingos Savio Giordani, Amilton Martins dos Santos, Maria Alvina Krahenbuhl, Liliane M. F. Lona |
| 2005 | Artificial neural networks for temporal processing applied to prediction of electric energy in small hydroelectric power stations. Paulo Cesar Endo Joaquim, João Luís Garcia Rosa |
| 2005 | Artificial vision by electrical stimulation of the retina. James D. Weiland, Mark S. Humayun |
| 2005 | Assignment kernels for chemical compounds. Holger Fröhlich, Jörg K. Wegner, Andreas Zell |
| 2005 | Associative neural networks as means for low-resolution video-based recognition. Dmitry O. Gorodnichy |
| 2005 | Atmospheric correction and oceanic constituents retrieval, with a neuro-variational method. Julien Brajard, Sylvie Thiria, Cédric Jamet, Cyril Moulin |
| 2005 | Attention as sigma-pi controlled ACh-based feedback. John G. Taylor, Matthew Hartley, Neill R. Taylor |
| 2005 | Automated heuristic growing of neural networks for nonlinear time series models. Alex Kalos |
| 2005 | Automatic recognition of the blood cells of myelogenous leukemia using SVM. Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska, Leszek Moszczynski |
| 2005 | Automatic source attribution of text: a neural networks approach. Foaad Khosmood, Franz J. Kurfess |
| 2005 | Automatic target recognition using new support vector machine. David P. Casasent, Yu-Chiang Wang |
| 2005 | BSS Toolbox for delayed and convolved mixtures. Angelo Ciaramella, Roberto Tagliaferri, Francesco Iorio |
| 2005 | Basic property of a quantum neural network composed of Kane's qubits. Yuuki Nakamiya, Mitsunaga Kinjo, Osamu Takahashi, Shigeo Sato, Koji Nakajima |
| 2005 | Bayesian ANN classifier for ECG arrhythmia diagnostic system: a comparison study. Dayong Gao, Michael Madden, Des Chambers, Gerard Lyons |
| 2005 | Bayesian neural networks for nonlinear multivariate manufacturing process monitoring. Feng Zhang |
| 2005 | Beyond correlation - closing the loop between brain and theory by extracting representations and altered feedbacks. Mitsuo Kawato |
| 2005 | Bi-criteria torque optimization of redundant manipulators based on a simplified dual neural network. Shubao Liu, Jun Wang |
| 2005 | BioAnt - biologically plausible computer simulation of an environment with ants. Marvin Oliver Schneider, João Luís Garcia Rosa |
| 2005 | Biologically plausible VLSI neural network implementation with asynchronous neuron and spike-based synapse. Il Song Han |
| 2005 | Blind inversion of Wiener system for single source using nonlinear blind source separation. Zhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng, Li Shang |
| 2005 | Blind separation of convolved sources using the information maximization approach. Md. Hasanuzzaman, K. Khrosani |
| 2005 | Brain categorization: learning, attention, and consciousness. Stephen Grossberg, Gail A. Carpenter, Bilgin Ersoy |
| 2005 | Bridging the gap between vision and language: a morphodynamical model of spatial categories. René Doursat, Jean Petitot |
| 2005 | Building a cheaper artificial brain. Hugo de Garis, Wang Ce, Thayne Batty |
| 2005 | Challenges in verification and validation of autonomous systems for space exploration. Guillaume Brat, Ari K. Jónsson |
| 2005 | Chaos and speech rhythm. Oleg Skljarov, Tatjana Bortnik |
| 2005 | Chaotic associative memory and private v-mails. Harold Szu, Ming-Kai Hsu |
| 2005 | Chaotic associative memory using internal patterns for image retrieval by color and shape information. Satoshi Kosuge, Yuko Osana |
| 2005 | Characterization of data complexity for SVM methods. Yunqian Ma, Vladimir Cherkassky |
| 2005 | Characterizing human gene splice sites using evolved regular expressions. Jing-Jing Li, De-Shuang Huang, Robert M. MacCallum, Xiao-Run Wu |
| 2005 | Cinematographic construction by brains of knowledge from information. Walter J. Freeman |
| 2005 | Circuit implementation of multi-thresholded neuron (MTN) using BiCMOS technology. Xiaolei Zhu, Jizhong Shen, Baoyong Chi, Zhihua Wang |
| 2005 | Classification and verification through the combination of the multi-layer perceptron and auto-association neural networks. Alexander Iversen, Nicholas K. Taylor, Keith E. Brown |
| 2005 | Classification of breast abnormalities in digital mammograms using image and BI-RADS features in conjunction with neural network. Rinku Panchal, Brijesh K. Verma |
| 2005 | Classification of infrasound events using radial basis function neural networks. Fredric M. Ham, Kamel Rekab, Sungjin Park, Ranjan Acharyya, Young-Chan Lee |
| 2005 | Classification of plantar pressure and heel acceleration patterns using neural networks. Edward S. Sazonov, Timothy Bumpus, Stacey Zeigler, Samantha Marocco |
| 2005 | Cluster ensemble for gene expression microarray data. Marcilio C. P. de Souto, Shirly C. M. Silva, Valnaide G. Bittencourt, Daniel S. A. de Araujo |
| 2005 | Coherent learning in cortical maps: a generic approach. Olivier Ménard, Hervé Frezza-Buet |
| 2005 | Collective behavior implementation in powerline surveillance sensor network. Pornchai Chanyagorn, Harold H. Szu, Hongye Wang |
| 2005 | Color image segmentation using fuzzy min-max neural networks. Pablo A. Estévez, Rodrigo J. Flores, Claudio A. Perez |
| 2005 | Combined subspace method using global and local features for face recognition. Chunghoon Kim, Jiyong Oh, Chong-Ho Choi |
| 2005 | Comparative genomic study of Parkinson's disease candidate genes. Gavyn Pang, Jagath C. Rajapakse |
| 2005 | Comparing "pattern discovery" and back-propagation classifiers. Andrew Hamilton-Wright, Daniel W. Stashuk |
| 2005 | Comparison of TDNN training algorithms in brain machine interfaces. Yiwen Wang, Sung-Phil Kim, José C. Príncipe |
| 2005 | Comparison of a SOM based sequence analysis system and naive Bayesian classifier for spam filtering. Xiao Luo, Nur Zincir-Heywood |
| 2005 | Comparison of linear and non-linear data projection techniques in recognizing universal facial expressions. Mohammed Yeasin, Baptiste Bullot |
| 2005 | Complex hybrid models combining deterministic and machine learning components as a new synergetic paradigm in numerical climate modeling and weather prediction. Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz |
| 2005 | Computational intelligence techniques for acute leukemia gene expression data classification. Vassilis P. Plagianakos, Dimitris K. Tasoulis, Michael N. Vrahatis |
| 2005 | Computational models of emotion. Jorge Armony |
| 2005 | Computing with transiently stable states. Mustafa C. Ozturk, José C. Príncipe |
| 2005 | Connectivity of anatomical and functional MRI data. Keith J. Worsley, Arnaud Charil, Jason P. Lerch, Alan C. Evans |
| 2005 | Constraints on body movement during visual development affect behavior of evolutionary robots. Mototaka Suzuki, Dario Floreano, Ezequiel A. Di Paolo |
| 2005 | Continuous adaptive critic designs. Thomas Hanselmann, Lyle Noakes, Anthony Zaknich |
| 2005 | Continuous on-line identification of nonlinear plants in power systems with missing sensor measurements. Wei Qiao, Zhi Gao, Ronald G. Harley |
| 2005 | Convergence of coherent components of neural networks by positive correlation learning. Md. Shahjahan, Md. Monirul Kabir, Kazuyuki Murase |
| 2005 | Cortico-basal ganglia functional connectivity investigated with transcranial magnetic stimulation. Antonia P. Strafella |
| 2005 | Cosmetic defect classification found in ophthalmic lenses using artificial neural networks. Mario I. Chacon Murguia, Dora Aydee Rodríguez-Vega, Jose Manny Rivera, Adiel J. Astudillo S. |
| 2005 | Could early visual processes be sufficient to label motions? Pierre Kornprobst, Thierry Vieille, Ivand K. Dimo |
| 2005 | Creation of long-term mental representations using the dimension of fractal dendrites. Richard Gagné, Simon Gagné |
| 2005 | Cross-entropy approach to data visualization based on the neural gas network. Pablo A. Estévez, Cristián J. Figueroa, Kazumi Saito |
| 2005 | DSP-based neural systems for the perceptual assessment of visual quality. Paolo Gastaldo, Giovanni Parodi, Rodolfo Zunino |
| 2005 | Data classification with a relaxed model of variable kernel density estimation. Yen-Jen Oyang, Yu-Yen Ou, Shien-Ching Hwang, Chien-Yu Chen, Darby Tien-Hao Chang |
| 2005 | Data preprocessing for stock market forecasting using random subspace classifier network. Dimitry V. Zhora |
| 2005 | Data visualization methodologies for data mining systems in bioinformatics. Antonino Staiano, Angelo Ciaramella, Giancarlo Raiconi, Roberto Tagliaferri, Roberto Amato, Giuseppe Longo, Gennaro Miele, Ciro Donalek |
| 2005 | Data-dependent kernels for high-dimensional data classification. Jingdong Wang, James T. Kwok, Helen C. Shen, Long Quan |
| 2005 | Decorrelating parametrical neural network. Boris V. Kryzhanovsky, Vladimir Kryzhanovsky, Anatoly B. Fonarev |
| 2005 | Deriving kernels from MLP probability estimators for large categorization problems. Ivan Titov, James Henderson |
| 2005 | Design and experimental evaluation of a 3-mass speed control system with a hybrid structure of sliding mode controller and CMAC. Masanobu Obika, Kazuo Kawada, Toru Yamamoto, Shoichiro Fujisawa |
| 2005 | Design and stabilization of sampled-data neural-network-based control systems. Hak-Keung Lam, Frank Hung-Fat Leung |
| 2005 | Design of an optical fixed-weight learning neural network. Arthur Steven Younger, Emmett Redd |
| 2005 | Design of neural predictors using tools of chaos theory and Bayesian learning. Salvatore Marra, Francesco Carlo Morabito, Mario Versaci |
| 2005 | Designing RBF classifiers for weighted boosting. Vanessa Gómez-Verdejo, Jerónimo Arenas-García, Manuel Ortega-Moral, Aníbal R. Figueiras-Vidal |
| 2005 | Detection of actuator faults using a dynamic neural network for the attitude control subsystem of a satellite. Iz Al-Dein Al-Zyoud, Khashayar Khorasani |
| 2005 | Detection of disease outbreaks in pharmaceutical sales: neural networks and threshold algorithms. Glenn Guthrie, Deborah A. Stacey, David A. Calvert, Victoria Edge |
| 2005 | Determination of the optimal batch size in incremental approaches: an application to tornado detection. Hyung-Jin Son, Theodore B. Trafalis, Michael B. Richman |
| 2005 | Diagonally weighted and shifted criteria for minor and principal component extraction. Mohammed A. Hasan |
| 2005 | Differences in the subthreshold dynamics of leaky integrate-and-fire and Hodgkin-Huxley neuron models. Dominic I. Standage, Thomas Trappenberg |
| 2005 | Digital implementation of a bio-inspired neural model for motion estimation. César Torres-Huitzil, Bernard Girau, Claudio Castellanos Sánchez |
| 2005 | Direct adaptive control: an echo state network and genetic algorithm approach. Dongming Xu, Jing Lan, José C. Príncipe |
| 2005 | Discrete-time systems neuro-Riccati equation solution. Annabell Del Real Tamariz, Celso Pascoli Bottura |
| 2005 | Discriminative training of hidden Markov models by multiobjective optimization for visual speech recognition. Jong-Seok Lee, Cheol Hoon Park |
| 2005 | Distributed computation for neural-based abductive reasoning. Lotfi Ben Romdhane, Mourad Elhadef |
| 2005 | Dual Kalman filters for autonomous terrain aided navigation in unknown environments. Anindya Sao Paul, Eric A. Wan |
| 2005 | Dynamic Bayesian networks for machine diagnostics: hierarchical hidden Markov models vs. competitive learning. Faith Camci, Ratna Babu Chinnam |
| 2005 | Dynamic construction of fault tolerant multi-layer neural networks. Haruhiko Takase, Ayumi Nobuto, Hidehiko Kita, Terumine Hayashi |
| 2005 | Dynamic feature fusion in the self organising tree map-applied to the segmentation of biofilm images. Matthew J. Kyan, Ling Guan, Steven Liss |
| 2005 | Dynamic neural network-based estimator for fault diagnosis in reaction wheel actuator of satellite attitude control system. Ehsan Sobhani-Tehrani, Khashayar Khorasani, Siamak Tafazoli |
| 2005 | Dynamical behavior of a chaotic neural and its application to optimization problems. Toshijiro Tanaka, Etsumasa Hiura |
| 2005 | Dynamical consistent recurrent neural networks. Hans-Georg Zimmermann, Ralph Grothmann, Anton Maximilian Schäfer, Christoph Tietz |
| 2005 | Dynamically weighted majority voting for incremental learning and comparison of three boosting based approaches. Aliasgar Gangardiwala, Robi Polikar |
| 2005 | ECG signal classification using block-based neural networks. Wei Jiang, Seong G. Kong, Gregory D. Peterson |
| 2005 | Echo state networks: appeal and challenges. Danil V. Prokhorov |
| 2005 | Edge inference for image interpolation. Neil Toronto, Dan Ventura, Bryan S. Morse |
| 2005 | Effect of curriculum on the consolidation of neural network task knowledge. Ryan Poirier, Daniel L. Silver |
| 2005 | Effect of non-target examples on E.coli promoters recognition using neural networks. Paul C. Conilione, Dianhui Wang |
| 2005 | Effective neural network pruning using cross-validation. Thuan Q. Huynh, Rudy Setiono |
| 2005 | Effectively using recurrently-connected spiking neural networks. Eric Goodman, Dan Ventura |
| 2005 | Efficient online spherical k-means clustering. Shi Zhong |
| 2005 | Efficient parameter selection for support vector machines in classification and regression via model-based global optimization. Holger Fröhlich, Andreas Zell |
| 2005 | Efficient video object classifier using locality-enhanced support vector machines. Seun T. Jan |
| 2005 | Embedded fastICA algorithm applied to the sensor noise extraction problem of foundation fieldbus network. Isabel M. Costa, Adrião Duarte Dória Neto, Jorge Dantas de Melo, José Alberto Nicolau de Oliveira |
| 2005 | Embedding via clustering: using spectral information to guide dimensionality reduction. Roland Memisevic, Geoffrey E. Hinton |
| 2005 | Empirical approximation for Lyapunov functions with artificial neural nets. Gürsel Serpen |
| 2005 | Emulation engine for spiking neurons and adaptive synaptic weights. Heik Heinrich Hellmich, M. Geike, P. Griep, Phil Mahr, Marco Rafanelli, Heinrich Klar |
| 2005 | Engine data classification with simultaneous recurrent network using a hybrid PSO-EA algorithm. Xindi Cai, Donald C. Wunsch |
| 2005 | Ensembles of membrane proteins as statistical mixed-signal computers. Victor Eliashberg |
| 2005 | Entropy based disease classification of proteomic mass spectrometry data of the human serum by a support vector machine. Terje Kristensen, Gaurav Kumar |
| 2005 | Environmental informatics - long-lead flood forecasting using Bayesian neural networks. Ana P. Barros |
| 2005 | Estimating accurate multi-class probabilities with support vector machines. Jonathan Milgram, Mohamed Cheriet, Robert Sabourin |
| 2005 | Estimation of prediction intervals for the model outputs using machine learning. Durga Lal Shrestha, Dimitri P. Solomatine |
| 2005 | Evaluation of cluster combination functions for mixture of experts. Robert Redhead, Malcolm I. Heywood |
| 2005 | Evolution strategies on connection weights into modified gradient function for multi-layer neural networks. Sin Chun Ng, Shu-Hung Leung, Andrew Luk |
| 2005 | Evolutionary neural classification for evaluation of retail stores and decision support. Robert Stahlbock, Sven F. Crone |
| 2005 | Evolutionary supervision of a dynamical neural network allows learning with on-going weights. David Meunier, Hélène Paugam-Moisy |
| 2005 | Evolutionary training of a biologically realistic spino-neuromuscular system. Stanley Gotshall, Christopher Canine, Benjamin Jennings, Terence Soule |
| 2005 | Evolvable neural networks based on developmental models for mobile robot navigation. Dong-Wook Lee, Seong G. Kong, Kwee-Bo Sim |
| 2005 | Evolving high capacity associative memories with efficient wiring. Rod Adams, Lee Calcraft, Neil Davey |
| 2005 | Evolving neurodynamic controllers for autonomous robots. Derek Harter |
| 2005 | Experimental evaluation of a hybrid method for configuring ensemble encoding receptors. Ashraf M. Abdelbar, Deena Hassan, Gene A. Tagliarini, Sridhar Narayan |
| 2005 | Exploration of rank order coding with spiking neural networks for speech recognition. Stéphane Loiselle, Jean Rouat, Daniel Pressnitzer, Simon J. Thorpe |
| 2005 | Exploratory data analysis of dynamic cerebral contrast-enhanced perfusion MRI time-series. Oliver Lange, Anke Meyer-Baese, Axel Wismüller |
| 2005 | Exploring chemical space with computers: challenges and opportunities. Pierre Baldi |
| 2005 | Extending kernel principal component analysis to general underlying loss functions. Carlos Alzate, Johan A. K. Suykens |
| 2005 | Extraction of event-related potentials from EEG signals using ICA with reference. Lau Kah Liong Joshua, Jagath C. Rajapakse |
| 2005 | Extraction of frame-difference features based on PCA and ICA for lip-reading. Kyungsuk David Lee, Michelle Jeungeun Lee, Soo-Young Lee |
| 2005 | F Jérôme Callut, Pierre Dupont |
| 2005 | FPGA implementation of pulse coupled oscillator. Yutaka Maeda, Makito Nakatsuka |
| 2005 | Face detection and identification using a hierarchical feed-forward recognition architecture. Ingo Bax, Gunther Heidemann, Helge J. Ritter |
| 2005 | Face recognition method independent of rotation and size variations. Kiyomi Nakamura, Hironobu Takano, Tsukasa Sakamoto |
| 2005 | Face recognition using modular neural networks and fuzzy Sugeno integral for response integration. Patricia Melin, Claudia I. González, Felma Gonzalez, Oscar Castillo |
| 2005 | Facilitatory neural activity compensating for neural delays as a potential cause of the flash-lag effect. Heejin Lim, Yoonsuck Choe |
| 2005 | Factors of overtraining with fuzzy ARTMAP neural networks. Philippe Henniges, Eric Granger, Robert Sabourin |
| 2005 | Faithful retinotopic maps with local optimum rules, axonal competition, and Hebbian learning. Jean-Philippe Thivierge, Evan Balaban |
| 2005 | Fast Bayesian support vector machine parameter tuning with the Nystrom method. Carl Gold, Peter Sollich |
| 2005 | Fast constructive-covering approach for neural networks. Di Wang, Narendra S. Chaudhari, Jagdish Chandra Patra |
| 2005 | Fast pattern detection using neural networks and cross correlation in the frequency domain. Hazem M. El-Bakry, Qiangfu Zhao |
| 2005 | Fast text categorization with min-max modular support vector machines. Feng-Yao Liu, Ke Wu, Hai Zhao, Bao-Liang Lu |
| 2005 | Fast training of multilayer perceptrons with a mixed norm algorithm. Sabeur Abid, Farhat Fnaiech, Barrie W. Jervis, Mohamed Cheriet |
| 2005 | Fault-tolerance by regeneration: using development to achieve robust self-healing neural networks. Diego Federici |
| 2005 | Feasibility of multi-layered perceptron network in discriminating breast magnetic resonance imaging lesions. Sreenivas Muthyala, Peter Gibbs, Lindsay Turnbull |
| 2005 | Feature ranking using supervised neural gas and informational energy. Razvan Andonie, Angel Cataron |
| 2005 | Feature selection and condition monitoring of gearbox using SOM. Guanglan Liao, Tielin Shi, Jianping Xuan |
| 2005 | Feature selection by independent component analysis and mutual information maximization in EEG signal classification. Tian Lan, Deniz Erdogmus, André Adami, Michael Pavel |
| 2005 | Feature subset selection for support vector machines using confident margin. Mauricio Kugler, Kazuma Aoki, Susumu Kuroyanagi, Akira Iwata, Anto Satriyo Nugroho |
| 2005 | Feature subset selection via multi-objective genetic algorithm. Hao C. Lac, Deborah A. Stacey |
| 2005 | Feed-forward echo state networks. Michal Cernanský, Matej Makula |
| 2005 | Feedback linearization using neural networks applied to advanced pharmacodynamic and pharmacogenomic systems. Alexandru G. Floares |
| 2005 | Finding a succinct multi-layer perceptron having shared weights. Yusuke Tanahashi, Xiang-Fang Chin, Kazumi Saito, Ryohei Nakano |
| 2005 | Fingerprint recognition using modular neural networks and fuzzy integrals for response integration. Patricia Melin, Diana Bravo, Oscar Castillo |
| 2005 | Fisher information quantifies task-specific performance in the blowfly photoreceptor. Peng Xu, Pamela Abshire |
| 2005 | Flexible Takagi-Sugeno fuzzy systems. Krzysztof Cpalka, Leszek Rutkowski |
| 2005 | Forecasting energy product prices. Mary Malliaris, S. G. Malliaris |
| 2005 | Forgetful logic circuits for pulse-mode neural networks. Richard B. Wells, Anindya Bhattacharya, Ben Sharon, Priyank Gupta, Sam Young, Sanjeev Giri, Terseer Ityavyar, Dave Cox |
| 2005 | Fourier fuzzy neural network for clustering of objects based on the gross shape and its application to handwritten character recognition. Pradeep M. Patil, Manish P. Deshmukh |
| 2005 | Framewise phoneme classification with bidirectional LSTM networks. Alex Graves, Jürgen Schmidhuber |
| 2005 | Functional grouping of genes using spectral clustering and Gene Ontology. Nora Speer, Holger Fröhlich, Christian Spieth, Andreas Zell |
| 2005 | Functional organization of the primate prefrontal cortex for memory. Michael Petrides |
| 2005 | Further results on the EKF-CRTRL equalizer for fast fading and frequency selective channels. Pedro Henrique Gouvêa Coelho, Luiz Biondi Neto |
| 2005 | Fuzzy PSO: a generalization of particle swarm optimization. Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II |
| 2005 | Fuzzy ROC curves for unsupervised nonparametric ensemble techniques. Paul F. Evangelista, Mark J. Embrechts, Piero P. Bonissone, Boleslaw K. Szymanski |
| 2005 | Fuzzy integral for a rapid mixture of support vector machines. Hassiba Nemmour, Youcef Chibani |
| 2005 | Fuzzy multi-hidden Markov predictor in electric load forecasting. Marcelo Andrade Teixeira, Gerson Zaverucha |
| 2005 | GETnet: a general framework for evolutionary temporal neural networks. Reza Derakhshani |
| 2005 | Gaussian processes of nonlinear diffusion filtering. Ramunas Girdziusas, Jorma Laaksonen |
| 2005 | Gene regulatory networks inference with recurrent neural network models. Rui Xu, Donald C. Wunsch II |
| 2005 | General design approach to unit-linking PCNN for image processing. Xiaodong Gu, Liming Zhang, Daoheng Yu |
| 2005 | Generalized 2D principal component analysis. Hui Kong, Xuchun Li, Lei Wang, Earn Khwang Teoh, Jian-Gang Wang, Ronda Venkateswarlu |
| 2005 | Genetic algorithm-based variable translation wavelet neural network and its application. Steve S. H. Ling, Frank Hung-Fat Leung |
| 2005 | Genome space and structure genome invariants. Germano Resconi |
| 2005 | Getting better signals out of the brain: decoding algorithms and autonomous electrodes. Joel Burdick |
| 2005 | Hardware implementation of CMAC and B-spline neural networks for embedded applications. Qiuye Zhao, Donald S. Reay |
| 2005 | Harmonic detection using wavelet transform. S. Sangeethapriya, M. Manoj Prabhakar |
| 2005 | Harmonic envelope prediction for realistic speech synthesis using kernel interpolation. Pierre-Alexandre Fournier, Jean-Jules Brault |
| 2005 | Heading for data-driven measures of effective connectivity in functional MRI. Guillaume Marrelec, Julien Doyon, Mélanie Pélégrini-Issac, Habib Benali |
| 2005 | Hebbian motor control in a robot-embedded model of habituation. Sylvain Sirois |
| 2005 | Hebbian synaptic modification in cortical circuits and memory-guided behavior in spatial alternation and delayed non-match to position. Michael E. Hasselmo, Eric A. Zilli |
| 2005 | Hierarchical fast learning artificial neural network. Lai-Ping Wong, Alex Leng Phuan Tay, Jian Xu |
| 2005 | How to find different neural networks by negative correlation learning. Yong Liu |
| 2005 | Hybrid neural-phenomenological sub-models and its application to Earth-space path signal attenuation prediction. Luiz Pereira Calôba, Gilson A. Alencar, Mauro S. Assis |
| 2005 | ICA and a gauge of filter for the automatic filtering of an EEG signal. Nabila Bouzida, Laurent Peyrodie, Christian Vasseur |
| 2005 | IEEE International Joint Conference on Neural Networks, IJCNN 2005, Montreal, QC, Canada, July 31 - August 4, 2005 |
| 2005 | Identifying knowledge domain and incremental new class learning in SVM. Hongbin Jia, Yi Lu Murphey, Daniel Gutchess, Tzyy-Shuh Chang |
| 2005 | Image recognition systems with permutative coding. Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II |
| 2005 | Implantable biomimetic electronics as neural prostheses for lost cognitive function. Theodore W. Berger, John J. Granacki, Vasilis Z. Marmarelis, Armand R. Tanguay Jr., Sam A. Deadwyler, Greg A. Gerhardt |
| 2005 | Implementation of an MLP-based DOA system using a reduced number of MM-wave antenna elements. Eric Danneville, Jean-Jules Brault, Jean-Jacques Laurin |
| 2005 | Improved chaotic neuro-computer with output-coding for quadratic assignment problems. Koji Mon, Yoshihiko Horio, Kazuyuki Aihara |
| 2005 | Improved spam e-mail filtering based on committee machines and information theoretic feature extraction. Vasilis Zorkadis, M. Panayotou, Dimitrios A. Karras |
| 2005 | Increased swimming control with evolved lamprey CPG controllers. Leena N. Patel, Alan F. Murray, John Hallam |
| 2005 | Incremental learning for online face recognition. Seiichi Ozawa, Soon Lee Toh, Shigeo Abe, Shaoning Pang, Nikola K. Kasabov |
| 2005 | Independent component analysis and high-order statistics for automatic artifact rejection. Nadia Mammone, Francesco Carlo Morabito |
| 2005 | Independent component analysis applications in physics. Christy Fernandez, Soudabeh Nayeri, Larry Medsker |
| 2005 | Indirect field-oriented linear induction motor drive with Petri fuzzy-neural-network control. Rong-Jong Wai, Chia-Chin Chu |
| 2005 | Individualized HRTFs from few measurements: a statistical learning approach. Vincent Lemaire, Fabrice Clérot, Sylvain Busson, Rozenn Nicol, Vincent Choqueuse |
| 2005 | Inferring protein-protein interactions using interaction network topologies. Alberto Paccanaro, Valery Trifonov, Haiyuan Yu, Mark Gerstein |
| 2005 | Information maximization and cost minimization in information-theoretic competitive learning. Ryotaro Kamimura |
| 2005 | Information-theoretic feature selection algorithms for text classification. Jana Novovicová, Antonín Malík |
| 2005 | Input and data selection applied to heart disease diagnosis. Carlos Eduardo Pedreira, Leonardo Macrini, Elaine S. Costa |
| 2005 | Intelligent systems for meteorological events forecast. Eros Pasero, Walter Moniaci, Tassilo Meindl |
| 2005 | Introduction of a Hebbian unsupervised learning algorithm to boost the encoding capacity of Hopfield networks. Colin Molter, Utku Salihoglu, Hugues Bersini |
| 2005 | Introduction to the SAM-S M* and MAM-S M* families. Ernesto Cuadros-Vargas, Roseli A. Francelin Romero |
| 2005 | Inverse optimal nonlinear recurrent high order neural observer. Luis J. Ricalde, Edgar N. Sánchez |
| 2005 | Investigation of alternative strategies and quality measures for controlling the growth process of the growing hierarchical self-organizing map. Michael Dittenbach, Andreas Rauber, Georg Pölzlbauer |
| 2005 | Investigations into the analysis of remote sensing images with a growing neural gas pattern recognition algorithm. Karl Lalonde |
| 2005 | Issues in designing automated minimal resource allocation neural networks. Momcilo Markus |
| 2005 | Iterative feature weighting for identification of relevant features with radial basis function networks. Baofu Duan, Yoh-Han Pao |
| 2005 | K-fold generalization capability assessment for support vector classifiers. Davide Anguita, Sandro Ridella, Fabio Rivieccio |
| 2005 | Kernel relevant component analysis for distance metric learning. Ivor Wai-Hung Tsang, Pak-Ming Cheung, James Tin-Yau Kwok |
| 2005 | Knowing your place: subfield specific involvement in hippocampal spatial processing. Matthew Hartley, Neill R. Taylor, John G. Taylor |
| 2005 | Learning a hierarchical fuzzy system with autonomous navigation as an example. Shuqing Zeng, Yongbao He, Jie Jiang |
| 2005 | Learning cycles brings chaos in Hopfield networks. Colin Molter, Utku Salihoglu, Hugues Bersini |
| 2005 | Learning informative features for spatial histogram-based object detection. Hongming Zhang, Wen Gao, Xilin Chen, Debin Zhao |
| 2005 | Learning nonlinear constraints with contrastive backpropagation. Andriy Mnih, Geoffrey E. Hinton |
| 2005 | Learning nonlinear state-space models for control. Tapani Raiko, Matti Tornio |
| 2005 | Learning of an XOR problem in the presence of noise and redundancy. Denis Cousineau |
| 2005 | Learning probability density functions from marginal distributions with applications to Gaussian mixtures. Qutang Cai, Changshui Zhang, Chunyi Peng |
| 2005 | Learning with single integrate-and-fire neuron. Abhishek Yadav, Deepak Mishra, Ram Narayan Yadav, Sudipta Ray, Prem K. Kalra |
| 2005 | Least-squares support vector machines for DOA estimation: a step-by-step description and sensitivity analysis. Clodoaldo Ap. M. Lima, Cynthia Junqueira, Ricardo Suyama, Fernando J. Von Zuben, João Marcos Travassos Romano |
| 2005 | Local and hybrid learning models in forecasting natural phenomena. Dimitri P. Solomatine |
| 2005 | Locally recurrent neural networks optimal filtering algorithms: application to wind speed prediction using spatial correlation. Thanasis G. Barbounis, John B. Theocharis |
| 2005 | Lossless high dynamic range image coding based on lifting scheme using nonlinear interpolative effect of discrete-time cellular neural networks. Hisashi Aomori, Kohei Kawakami, Tsuyoshi Otake, Nobuaki Takahashi, Massyuko Yamauchi, Mamoru Tanaka |
| 2005 | Lotto-type competitive learning with particle swarm features. Andrew Luk, Sandra Lien |
| 2005 | Low complexity iris recognition based on wavelet probabilistic neural networks. Ching-Han Chen, Chia Te Chu |
| 2005 | Low order modeling for multiple moving sound synthesis using head-related transfer functions' principal basis vectors. Pinaki Shankar Chanda, Sungjin Park |
| 2005 | Low-voltage pseudo floating-gate reconfigurable linear threshold elements. Øivind Næss, Snorre Aunet, Yngvar Berg |
| 2005 | MIMO SVMs for classification and regression using the geometric algebra framework. Eduardo Bayro-Corrochano, Nancy Arana-Daniel |
| 2005 | Machine learning in soil classification. Biswanath Bhattacharya, Dimitri P. Solomatine |
| 2005 | Maximal variation and missing values for componentwise support vector machines. Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor, Jos De Brabanter |
| 2005 | Maximally discriminative spectral feature projections using mutual information. Umut Ozertem, Deniz Erdogmus |
| 2005 | Maximum margin classifiers with noisy data: a robust optimization approach. Theodore B. Trafalis, Robin C. Gilbert |
| 2005 | Mixture of heterogeneous experts applied to time series: a comparative study. Wilfredo Jaime Puma Villanueva, Clodoaldo Ap. M. Lima, Euripedes P. dos Santos, Fernando J. Von Zuben |
| 2005 | Mixture segmentation and background suppression in chemosensor arrays with a model of olfactory bulb-cortex interaction. Barani Raman, Ricardo Gutierrez-Osuna |
| 2005 | Model of neuron-like systems: examples of dynamic processes. Vladimir G. Yakhno, Irina V. Nuidel, Artem Ivanov |
| 2005 | Modeling cortico-subcortical interactions during planning, learning, and voluntary control of actions. Daniel Bullock |
| 2005 | Modeling emotional influences on human decision making under risk. Daniel S. Levine, Britain Mills, Steven Estrada |
| 2005 | Modeling of spiral inductors using artificial neural network. Tao Liu, Wenjun Zhang, Zhiping Yu |
| 2005 | Modeling reward functions for incomplete state representations via echo state networks. Keith Bush, Charles Anderson |
| 2005 | Modeling structural plasticity in the barn owl auditory localization system with a spike-time dependent Hebbian learning rule. Shreesh P. Mysore, Steven R. Quartz |
| 2005 | Modelling harbour sedimentation using ANN and M5 model trees. Biswanath Bhattacharya, Dimitri P. Solomatine |
| 2005 | Modelling the interaction of attention and emotion. John G. Taylor, Nickolaos F. Fragopanagos |
| 2005 | Modification of correlation kernels in SVM, KPCA and KCCA in texture classification. Yo Horikawa |
| 2005 | Modification of the ART-1 architecture based on category theoretic design principles. Michael J. Healy, Richard D. Olinger, Robert J. Young, Thomas P. Caudell, Kurt W. Larson |
| 2005 | Modified time-based multilayer perceptron for sensor networks and image processing applications. Gregory Von Pless, Tayeb Al Karim, Leonid K. Reznik |
| 2005 | Modular general fuzzy hyperline segment neural network. Pradeep M. Patil, Manish P. Deshmukh |
| 2005 | Modular network SOM (mnSOM): from vector space to function space. Tetsuo Furukawa, Kazuhiro Tokunaga, Kenji Morishita, Syozo Yasui |
| 2005 | Motion perception with recurrent self-organizing maps based models. Volker Baier |
| 2005 | Motivational modulation of endogenous inputs to the superior colliculus. Jason Satel, Thomas Trappenberg, Raymond M. Klein |
| 2005 | Multi-class support vector machines for modeling HIV/AIDS treatment adherence using patient data. Zhao Lu, Hao Ying, Feng Lin, Stewart Neufeld, Mark Luborsky, David M. Brawn, Andrea Sankar |
| 2005 | Multi-topographic neural network communication and generalization for multi-viewpoint analysis. Shadi Al Shehabi, Jean-Charles Lamirel |
| 2005 | Multinomial PCA for extracting major latent topics from document streams. Masahiro Kimura, Kazumi Saito, Naonori Ueda |
| 2005 | Multivariate regression model selection with KIC for extrapolation cases. Abd-Krim Seghouane |
| 2005 | Natural image compression using an extended non-negative sparse coding neural network technique. Li Shang, Deshuang Huang, Chunhou Zheng, Zhanli Sun |
| 2005 | Negative reinforcement and backtrack-points for recurrent neural networks for cost-based abduction. Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II |
| 2005 | Neural network and principal component analyses of highly variable myocardial mechanical waveforms derived from echocardiographic ultrasound images. Eileen McMahon, Josef Korinek, Honghai Zhang, Milan Sonka, Armando Manduca, Marek Belohlavek |
| 2005 | Neural network approaches to personal change in psychotherapy. Ana Maria C. Aleksandrowicz, Daniel S. Levine |
| 2005 | Neural network based detection of fetal heart rate patterns. Philip A. Warrick, Emily F. Hamilton, Maciej Macieszczak |
| 2005 | Neural network classification of EEG signals using time-frequency representation. Chandan Gope, Nasser Kehtarnavaz, Dinish Nair |
| 2005 | Neural network initialization with prototypes - a case study in function approximation. Jin-Song Pei, Joseph P. Wright, Andrew W. Smyth |
| 2005 | Neural network model for analyzing optic flow. Kazuya Tohyama, Kunihiko Fukushima |
| 2005 | Neural network model for time series prediction by reinforcement learning. Feng Liu, Chai Quek, Geok See Ng |
| 2005 | Neural network modelling of the 20-year flood event for catchments across the UK. Christian W. Dawson, Robert J. Abrahart, Asaad Y. Shamseldin, Robert L. Wilby, Linda M. See |
| 2005 | Neural network river discharge forecasters: an empirical investigation of hidden unit processing functions based on two different catchments. Asaad Y. Shamseldin, Robert J. Abrahart, Linda M. See |
| 2005 | Neural network with fuzzy dynamic logic. Leonid I. Perlovsky |
| 2005 | Neural network-based analysis of DNA microarray data. Jagdish Chandra Patra, Lei Wang, Ee Luang Ang, Narendra S. Chaudhari |
| 2005 | Neural network-based approach for the classification of wireless-capsule endoscopic images. Vassilis S. Kodogiannis, Maria Boulougoura |
| 2005 | Neural network-based shape recognition using generalized differential evolution training algorithm. Ji-Xiang Du, De-Shuang Huang, Xiao-Feng Wang, Xiao Gu |
| 2005 | Neural networks following a binary approach applied to the integer prime-factorization problem. Boris Jansen, Kenji Nakayama |
| 2005 | Neural networks for feedback control of robots and dynamical systems. Frank L. Lewis |
| 2005 | Neural networks for gene expression analysis and gene selection from DNA microarray. Jagdish Chandra Patra, Qin Zhen, Ee Luang Ang, Amitabha Das |
| 2005 | Neural networks of the brain: their analysis and relation to brain images. John G. Taylor |
| 2005 | Neural networks-based scheme for fault diagnosis in fossil electric power plants. José Antonio Ruz Hernández, Edgar N. Sánchez, Dionisio A. Suarez |
| 2005 | NeuroGene: integrated simulation of gene regulation, neural activity and neurodevelopment. Rasmus Storjohann, Gary F. Marcus |
| 2005 | Neurobiological data sustaining opponent processing operations on self organizing networks as tools for the modeling of hippocampal dynamics. Renan W. F. Vitral, Glaucio F. de Araujo, Fabrizzio C. de Oliveira, Daves M. S. Martins, Eliane Christo, Cristiani M. Vitral, Dimitri M. Abramov |
| 2005 | Neuromorphic engineering: overview and potential. Carver Mead |
| 2005 | New boosting methods of Gaussian processes for regression. Yangqiu Song, Changshui Zhang |
| 2005 | New experiments on ensembles of multilayer feedforward for classification problems. Carlos Hernández-Espinosa, Joaquín Torres-Sospedra, Mercedes Fernández-Redondo |
| 2005 | New memory model for humanoid robots - introduction of co-associative memory using mutually coupled chaotic neural networks. Kazuko Itoh, Hiroyasu Miwa, Yuko Nukariya, Massimiliano Zecca, Hideaki Takanobu, Paolo Dario, Atsuo Takanishi |
| 2005 | New results on binary auto- and heteroassociative morphological memories. Peter Sussner |
| 2005 | Noise benefits in spiking retinal and sensory neuron models. Ashok Patel, Bart Kosko |
| 2005 | Noise performance of single-electron depressing synapses for neuronal synchrony detection. Takahide Oya, Tetsuya Asai, Ryo Kagaya, Yoshihito Amemiya |
| 2005 | Non-homogenous structures in neural networks with chaotic recursive nodes: dealing with diverse multi-assemblies architectures, connectivity and arbitrary bifurcating nodes. Emilio Del-Moral-Hernandez |
| 2005 | Nonlinear channel equalization with QAM signal using Chebyshev artificial neural network. Jagdish Chandra Patra, Wei Beng Poh, Narendra S. Chaudhari, Amitabha Das |
| 2005 | Nonlinear complex principal component analysis and its applications. Sanjay S. P. Rattan, William W. Hsieh, B. Gerben Ruessink |
| 2005 | Nonlinear dynamics on VSF-network. Yoshitsugu Kakemoto, Shinichi Nakasuka |
| 2005 | Nonlinear mappings based on particle swarm optimization. Christian J. Figueroa, Pablo A. Estévez, Rodrigo Hernández |
| 2005 | Nonlinear principal predictor analysis using neural networks. Alex J. Cannon |
| 2005 | Nonlinearity and optimal component analysis. Washington Mio, Qiang Zhang, Xiuwcn Liu |
| 2005 | Normalized neural networks for fast pattern detection. Hazem M. El-Bakry, Qiangfu Zhao |
| 2005 | Novel digital spiking neuron and its pulse-coupled network: spike position coding and multiplex communication. Hiroyuki Torikai, Hiroshi Hamanaka, Toshimichi Saito |
| 2005 | OLS versus SVM approach to learning of RBF networks. Stanislaw Osowski, Tomasz Markiewicz |
| 2005 | Object recognition using neurocomputing and conformal computing geometry. Carlos López-Franco, Eduardo Bayro-Corrochano |
| 2005 | On Kolmogorov's superpositions: novel gates and circuits for nanoelectronics? Valeriu Beiu, Artur Zawadzki |
| 2005 | On efficient selection of binary classifiers for min-max modular classifier. Hai Zhao, Bao-Liang Lu |
| 2005 | On output regulation for SISO nonlinear systems with dynamic neural networks. Bernardino Castillo-Toledo, A. Hernández Avalos |
| 2005 | On the design of an ellipsoid ARTMAP classifier within the fuzzy adaptive system ART framework. Ross Peralta, Georgios C. Anagnostopoulos, Eduardo Gómez-Sánchez, Samuel Richie |
| 2005 | On the evaluation of relevance learning by a multi-layer perceptron. Kenji Suzuki, Shuji Hashimoto |
| 2005 | On the use of clustering and local singular spectrum analysis to remove ocular artifacts from electroencephalograms. Ana Rita Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang, Peter Gruber, António Martins da Silva |
| 2005 | On using an associative memory for improving digital color images: color characterization, enhancement, and color balancing. Ming-Jung Seow, Vijayan K. Asari |
| 2005 | On-line Bayesian change detection scheme for unknown nonlinear systems via sequential Monte Carlo. Yohei Nakada, Taksahi Matsumoto |
| 2005 | On-line system identification using context discernment. Lars Holmstrom, Roberto A. Santiago, George G. Lendaris |
| 2005 | One class support vector machine based non-relevance feedback document retrieval. Takashi Onoda, Hiroshi Murata, Seiji Yamada |
| 2005 | One-against-all multi-class SVM classification using reliability measures. Yi Liu, Yuan F. Zheng |
| 2005 | One-step neural network inversion with PDF learning and emulation. Leemon Baird, David Smalenberger, Shawn Ingkiriwang |
| 2005 | Optical flame detection using large-scale artificial neural networks. Javid J. Huseynov, Zvi Boger, Gary Shubinsky, Shankar B. Baliga |
| 2005 | Optimal gradient-based learning using importance weights. Sepp Hochreiter, Klaus Obermayer |
| 2005 | Optimal kernels for unsupervised learning. Sepp Hochreiter, Klaus Obermayer |
| 2005 | Optimization of a learning algorithm for tactile pattern generation. Carsten Wilks, Rolf Eckmiller |
| 2005 | Optimization of modular neural networks using hierarchical genetic algorithms applied to speech recognition. Gabriela E. Martinez, Patricia Melin, Oscar Castillo |
| 2005 | Optimization of parameters for effective Web information retrieval using an evolutionary algorithm. John Zakos, Ping Zhang, Brijesh K. Verma |
| 2005 | Optimizing class-related thresholds with particle swarm optimization. Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin |
| 2005 | Optimizing resources in model selection for support vector machines. Mathias M. Adankon, Mohamed Cheriet, Nedjem-Eddine Ayat |
| 2005 | Orientated texture segmentation for detecting defects. Pradeep M. Patil, Maheshwari Biradar, Snehal Jadhav |
| 2005 | Ovarian cancer diagnosis using complementary learning fuzzy neural network. Tuan Zea Tan, Chai Quek, Geok See Ng |
| 2005 | PCA and ICA for the extraction of EEG components in cerebral death assessment. Fabio La Foresta, Francesco Carlo Morabito, Bruno Azzerboni, Maurizio Ipsale |
| 2005 | Parallelizing the fuzzy ARTMAP algorithm on a Beowulf cluster. Jimmy Secretan, José Castro, Michael Georgiopoulos, Joe Tapia, Amit Chadha, Brian Huber, Georgios C. Anagnostopoulos, Samuel Richie |
| 2005 | Pattern classification by assembling small neural networks. Liang Chen |
| 2005 | Pattern de-noising based on support vector data description. Jooyoung Park, Daesung Kang, Jongho Kim, James Tin-Yau Kwok, Ivor Wai-Hung Tsang |
| 2005 | Performance of neural classifiers for fabric faults classification. Mohamed Abdulhady, Hazem M. Abbas, Yaser H. Dakrowry, Salwa M. Nassar |
| 2005 | Performance optimization of function localization neural network by using reinforcement learning. Takafumi Sasakawa, Jinglu Hu, Kotaro Hirasawa |
| 2005 | Phase diagrams for locally Hopfield neural networks in presence of correlated patterns. Filip Piekniewski, Tomasz Schreiber |
| 2005 | Physiological activation of the hind limb muscles of the anesthetized cat using the Utah slanted electrode array. Richard A. Normann, Daniel McDonnall, Gregory A. Clark, Richard B. Stein, Almut Branner |
| 2005 | Post nonlinear blind source separation by geometric linearization. Thang Viet Nguyen, Jagdish Chandra Patra, Amitabha Das, Geok See Ng |
| 2005 | Power system reduced model by artificial neural networks. Juan M. Ramirez |
| 2005 | Pre-selection of working set for SVM decomposition algorithm. XuLei Yang, Qing Song, Sheng Liu |
| 2005 | Predicting customer behavior via calling links. Lian Yan, Michael Fassino, Patrick Baldasare |
| 2005 | Predicting protein-protein interactions based on protein-domain relationships. Bing Wang, De-Shuang Huang, Peng Chen, Yunping Zhu, Yixue Li |
| 2005 | Predicting sugar regulation in Arabidopsis thaliana using kernel learning methods. Kamel Saadi, Kee Khoon Lee, Gavin C. Cawley, Michael W. Bevan |
| 2005 | Prediction of contact map integrated PNN with conformational energy. Peng Chen, De-Shuang Huang, Bing Wang, Yunping Zhu, Yixue Li |
| 2005 | Prediction of time to event for censored data: ridge regression with linear constraints in kernel space. Natasha Bagotskaya, Ilia Lossev, Ninel Losseva, Mikhail Parakhin |
| 2005 | Predictive control based on feedforward neural network for strong nonlinear system. Min Han, Wei Guo, Jincheng Wang |
| 2005 | Processing Landsat TM data using complex-valued NRBF neural network. Xiaoli Tao, Howard E. Michel |
| 2005 | Protein flexibility modeling using kernel based methods. Xue-Wen Chen, Jeremy Chen |
| 2005 | Protein secondary structure prediction using machine learning. Baifang Zhang, ZhiHang Chen, Yi Lu Murphey |
| 2005 | Protein secondary structure prediction with a hybrid RNN/HMM system. Jinmiao Chen, Narendra S. Chaudhari |
| 2005 | Protein sequence classification using extreme learning machine. Dianhui Wang, Guang-Bin Huang |
| 2005 | Prototype robotic arm assisted by smart CMOS vision chips. Víctor Hugo Ponce Ponce, Felipe Gomez-Castañeda, Jose A. Moreno-Cadenas |
| 2005 | Pruning support vectors for imbalanced data classification. Xue-wen Chen, Byron Gerlach, David P. Casasent |
| 2005 | Quantum gauged neural networks: learning and recalling. Yukari Fujita, Takashi Hiramatsu, Tetsuo Matsui |
| 2005 | Random projections for assessing gene expression cluster stability. Alberto Bertoni, Giorgio Valentini |
| 2005 | Ranked centroid projection: a data visualization approach for self-organizing maps. Gary G. Yen, Zheng Wu |
| 2005 | Real-coded genetic algorithm with average-bound crossover and wavelet mutation for network parameters learning. Steve S. H. Ling, Frank Hung-Fat Leung |
| 2005 | Real-time control of variable air volume system using a SPSA based neural controller. Chengyi Guo, Qing Song, Wenjian Cai |
| 2005 | Real-world text clustering with adaptive resonance theory neural networks. Louis Massey |
| 2005 | Recurrent neural equalization for communication channels in impulsive noise environments. Jongsoo Choi, Martin Bouchard, Tet Hin Yeap |
| 2005 | Recurrent neural networks training with stable risk-sensitive Kalman filter algorithm. Wen Yu, José de Jesús Rubio, Xiaoou Li |
| 2005 | Reinforcement learning and the frame problem. Roberto A. Santiago, George G. Lendaris |
| 2005 | Reinforcement learning approach to individualization of chronic pharmacotherapy. Adam E. Gaweda, Mehmet K. Muezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier |
| 2005 | Relation between kernel CCA and kernel FDA. Makoto Yamada, Ali Pezeshki, Mahmood R. Azimi-Sadjadi |
| 2005 | Reliable determination of sleep versus wake from heart rate variability using neural networks. Aaron Lewicke, Edward S. Sazonov, Michael J. Corwin, Stephanie A. C. Schuckers |
| 2005 | Reorganization and plasticity in the adult brain during learning of motor skills. Julien Doyon, Habib Benali |
| 2005 | Reservoir riddles: suggestions for echo state network research. Herbert Jaeger |
| 2005 | Retrieval property of associative memory with negative resistance. Yoshihiro Hayakawa, Hongge Li, Koji Nakajima |
| 2005 | Rich phenomena of pulse-coupled spiking neurons with triangular waveform input. Toshimichi Saito, Yoshio Kon'no, Hiroyuki Torikai |
| 2005 | Robust continuous learning in a WTA neural network for clustering symbol strings. John A. Flanagan |
| 2005 | Robust information clustering. Qing Song |
| 2005 | Robust output tracking CMAC control: the T-S fuzzy model-based approach. Chian-Song Chiu, Tung-Sheng Chiang |
| 2005 | Robustness of the NN Approach to emulating atmospheric long wave radiation in complex climate models. Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Ming-Dah Chou |
| 2005 | Role of presynaptic reuptake on dopamine modulation of cortico-striatal activity in TD learning. Shesharao M. Wanjerkhede, Raju S. Bapi |
| 2005 | Rule extraction as a formal method for the verification and validation of neural networks. Brian J. Taylor, Marjorie A. Darrah |
| 2005 | SCRAM: statistically converging recurrent associative memory. Sylvain Chartier, Sébastien Hélie, Mounir Boukadoum, Robert Proulx |
| 2005 | SOM based image data structuring in an augmented reality scenario. Holger Bekel, Gunther Heidemann, Helge J. Ritter |
| 2005 | SVM ensembles for selecting the relevant feature subsets. Tao Ban, Shigeo Abe |
| 2005 | SVMs applied to objective aesthetic evaluation conservative breast cancer treatment. Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso |
| 2005 | Second-order backpropagation algorithms for a stagewise-partitioned separable Hessian matrix. Eiji Mizutani, Stuart E. Dreyfus, James Weldon Demmel |
| 2005 | Self-adaptive kernel machine: online clustering in RKHS. Habiboulyae A. Boubacar, Stéphane Lecoeuche, Salah Maouche |
| 2005 | Self-organizing hierarchical knowledge discovery by an ARTMAP information fusion system. Gail A. Carpenter, Siegfried Martens |
| 2005 | Self-organizing neural grove and its applications. Hirotaka Inoue, Hiroyuki Narihisa |
| 2005 | Semiblind source separation of climate data detects El Nino as the component with the highest interannual variability. Alexander Ilin, Harri Valpola, Erkki Oja |
| 2005 | Sequential bootstrapped support vector machines - a SVM accelerator. Xuchun Li, Yan Zhu, Eric Sung |
| 2005 | Sequential neuron pruning algorithm for RBF network with guaranteed stability. Jie Ni, Qing Song |
| 2005 | Sequential relevance vector machine learning from time series. Nikolay I. Nikolaev, Peter Tino |
| 2005 | Short term load forecasting for Iran National Power System and its regions using multi layer perceptron and fuzzy inference systems. Roohollah Barzamini, Mohammad Bagher Menhaj, Abbas Khosravi, Shadi Kamalvand |
| 2005 | Similar-image retrieval systems using ICA and PCA bases. Naoto Katsumata, Yasuo Matsuyama |
| 2005 | Simulated control of a tracking mobile robot by four aVLSI integrate-and-fire neurons paired into maps. Jeffrey Dungen, Jean-Jules Brault |
| 2005 | Simulating artificial life using Boltzmann machines. Leszek Rybicki |
| 2005 | Skin color segmentation by histogram-based neural fuzzy network. Chia-Feng Juang, Hwai-Sheng Perng, Shin-Kuan Chen |
| 2005 | Snap-drift learning for phrase recognition. Sin Wee Lee, Dominic Palmer-Brown |
| 2005 | Sparse Bayesian learning and the relevance multi-layer perceptron network. Gavin C. Cawley, Nicola L. C. Talbot |
| 2005 | Sparse channel estimation with regularization method using convolution inequality for entropy. Dongho Han, Sung-Phil Kim, José C. Príncipe |
| 2005 | Spatially and temporally local spike-timing-dependent plasticity rule. Anatoli Gorchetchnikov, Massimiliano Versace, Michael E. Hasselmo |
| 2005 | Spatio-temporal neural data mining architecture in learning robots. James Malone, Mark Elshaw, Ken McGarry, Chris Bowerman, Stefan Wermter |
| 2005 | Speaker identification using speech and lip features. Guobin Ou, Xin Li, XiaoCao Yao, Hongbin Jia, Yi Lu Murphey |
| 2005 | Special session panel discussion: methodological issues in the application of learning methods to climate modeling and Earth sciences. Vladimir Cherkassky, Vladimir M. Krasnopolsky, Dimitri P. Solomatine, Julio J. Valdés |
| 2005 | Spectral feature analysis. Fei Wang, Jingdong Wang, Changshui Zhang |
| 2005 | Spiking neural network training using evolutionary algorithms. Nicos G. Pavlidis, O. K. Tasoulis, Vassilis P. Plagianakos, George Nikiforidis, Michael N. Vrahatis |
| 2005 | Stability conditions of the full KII model of excitatory and inhibitory neural populations. Roman Ilin, Robert Kozma |
| 2005 | Stochastic complexity of variational Bayesian hidden Markov models. Tikara Hosino, Kazuho Watanabe, Sumio Watanabe |
| 2005 | Stochastic feature selection for the discrimination of biomedical spectra. Nick J. Pizzi, Mark D. Alexiuk, Witold Pedrycz |
| 2005 | Streamflow forecasting using neural networks and fuzzy clustering techniques. Ivette Luna, Secundino Soares, Marina H. Magalhaes, Rosangela Ballini |
| 2005 | Streamflow forecasting with uncertainty estimate using Bayesian learning for ANN. Mohammad Sajjad Khan, Paulin Coulibaly |
| 2005 | Supply air temperature control of AHU with a cascade control strategy and a SPSA based neural controller. Chengyi Guo, Qing Song, Wenjian Cai |
| 2005 | Support vector regression performance analysis and systematic parameter selection. Pao-Tsun Lin, Shun-Feng Su, Tsu-Tian Lee |
| 2005 | Symbolic rule extraction with a scaled conjugate gradient version of CLARION. Tasos Falas, Andreas Stafylopatis |
| 2005 | Synchronized theta rhythm selection in a dentate gyrus network model. Katsumi Tateno, Hatsuo Hayashi, Satoru Ishizuka |
| 2005 | Synthesis of binary cellular automata based on binary neural networks. Takashi Yamamichi, Toshimichi Saito, Keisuke Taguchi, Hiroyuki Torikai |
| 2005 | System and method for determining harmonic contributions from non-linear loads using recurrent neural networks. Joy Mazumdar, Ronald G. Harley, Franklin C. Lambert |
| 2005 | Systematic rewiring in associative neural networks with small-world architecture. Oleksiy Dekhtyarenko |
| 2005 | Task similarity measures for transfer in reinforcement learning task libraries. James L. Carroll, Kevin D. Seppi |
| 2005 | Temporal discontinuities in neocortical dynamics. Walter J. Freeman, Mark D. Holmes |
| 2005 | Temporal hand gesture recognition by fuzzified TSK-type recurrent fuzzy network. Chia-Feng Juang, Ksuan-Chun Ku, Shin-Kuan Chen |
| 2005 | Temporal neural networks for downscaling climate variability and extremes. Yonas B. Dibike, Paulin Coulibaly |
| 2005 | Testing decision systems with classification components. Dragos D. Margineantu, Michael Drumheller, Roman D. Fresnedo |
| 2005 | Text clustering with NTSO (neural text self organizer). Taeho Jo, Nathalie Japkowicz |
| 2005 | Text extraction from name cards using neural network. Lin Lin, Chew Lim Tan |
| 2005 | The INNS President's Welcome. Donald C. Wunsch |
| 2005 | The bifurcating neuron network 3. Jinhyuk Choi, Geehyuk Lee |
| 2005 | The effect of normal adult aging on standard PCA face recognition accuracy rates. Karl Ricanek Jr., Edward L. Boone |
| 2005 | The effect of quantization on support vector machines with Gaussian kernel. Davide Anguita, Giovanni Bozza |
| 2005 | The emergence of verbs in an artificial life simulation. Vassilios Petridis, Anastasios-Antonios Toulkeridis |
| 2005 | The evolving tree, a hierarchical tool for unsupervised data analysis. Jussi Pakkanen, Jukka livarinen, Erkki Oja |
| 2005 | The intermediate matching kernel for image local features. Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa |
| 2005 | The k-server problem: a reinforcement learning approach. Manoel Leandro de Lima Junior, Adrião D. D. Neto, Jorge Dantas de Melo |
| 2005 | The molecules module of the brain architecture management system. Mihail Bota, Larry W. Swanson |
| 2005 | The p-Center machine. Michael Brückner |
| 2005 | The role of the RKH space F in the analysis and design of recurrent neural networks. Rui J. P. de Figueiredo |
| 2005 | The use of clustering to analyze symptom-based case definitions for acute gastrointestinal illness. Shannon Majowicz, Deborah A. Stacey |
| 2005 | Third-order generalization and a new approach to systematically categorizing higher-order generalization. Richard Neville |
| 2005 | Time dependent neural network models for detecting changes of state in Earth and planetary processes. Julio J. Valdés, Graeme Bonham-Carter |
| 2005 | Time series filtering, smoothing and learning using the kernel Kalman filter. Liva Ralaivola, Florence d'Alché-Buc |
| 2005 | Time series study of GGAP-RBF network: predictions of Nasdaq stock and nitrate contamination of drinking water. Ying Wang, Guang-Bin Huang, P. Saratchandran, Narasimhan Sundararajan |
| 2005 | Total sliding-mode-based genetic algorithm for linear piezoelectric ceramic motor drive. Rong-Jong Wai, Ching-Hsiang Tu |
| 2005 | Toward an analog VLSI implementation of a decision making model. Yili Quan, Albert H. Titus |
| 2005 | Towards the modeling of dissociated cortical tissue in the liquid state machine framework. Dilip Goswami, Klaus Schuch, Yi Zheng, Thomas B. DeMarse, José C. Príncipe |
| 2005 | Tracking the states of a nonlinear system in the weight-space of a feed-forward neural network. Takahiro Emoto, Masatake Akutagawa, Udantha R. Abeyratne, Hirofumi Nagashino, Yohsuke Kinouchi |
| 2005 | Training the SOFM efficiently: an example from intrusion detection. Leigh Wetmore, Ayse Nur Zincir-Heywood, Malcolm I. Heywood |
| 2005 | Training with heterogeneous data. John A. Drakopoulos, Ahmad Abdulkader |
| 2005 | Transductive modeling with GA parameter optimization. Nisha Mohan, Nikola K. Kasabov |
| 2005 | Transient dynamics of non-linear models describing multi-stable stochastic systems. Miika Rajala, Risto Ritala |
| 2005 | Treatment of missing data using neural networks and genetic algorithms. Mussa Abdella, Tshilidzi Marwala |
| 2005 | Two state transitions mediated by spontaneous and/or intensive stimulus on an integrate-and-fire neural network model. Kazuki Tsutsumi, Osamu Araki |
| 2005 | Ultra low power fault tolerant neural inspired CMOS logic. Snorre Aunet, Valeriu Beiu |
| 2005 | Using domain knowledge to constrain structure learning in a Bayesian bioagent detector. Anshu Saksena, Dennis Lucarelli, I-Jeng Wang |
| 2005 | Using independent subspace analysis to build independent spectral representations of images. Carlos Silva Santos, João Eduardo Kögler Jr., Emilio Del Moral Hemandez |
| 2005 | Using knowledge of the region of interest (ROI) in automatic image retrieval learning. Paisarn Muneesawang, Ling Guan |
| 2005 | Using neural dynamics to switch attention. Julien Vitay, Nicolas P. Rougier |
| 2005 | Using real-valued meta classifiers to integrate binding site predictions. Yi Sun, Mark Robinson, Rod Adams, Paul Kaye, Alistair G. Rust, Neil Davey |
| 2005 | Validity index in dynamic cell structures. Yan Liu, Bojan Cukic, Sampath Yerramalla, Srikanth Gururajan |
| 2005 | Vector quantized radial basis function neural network with embedded multiple local linear models for financial prediction. Tony Jan, Maria H. Kim |
| 2005 | Virtual reality visual data mining with nonlinear discriminant neural networks: application to leukemia and Alzheimer gene expression data. Julio J. Valdés, Alan J. Barton |
| 2005 | Visual deficiency: cognitive performance and adaptive image processing. Anne-Catherine Scherlen, Vincent Gautier |
| 2005 | Wavelet networks: an alternative to classical neural networks. Kamban Parasuraman, Amin Elshorbagy |
| 2005 | Wavelet-neural-network-based backstepping control for chaotic systems. Tsu-Tian Lee, Chih-Min Lin, Chun-Fei Hsu |
| 2005 | Weight sharing on naive Bayes document model. Kazumi Saito, Ryohei Nakano |
| 2005 | Weighted Rayleigh quotients for minor and principal component extraction. Mohammed A. Hasau |
| 2005 | Weighted support vector machine for data classification. XuLei Yang, Qing Song, Aizo Cao |
| 2005 | Which features trigger action potentials in cortical neurons in vivo? Holger Fröhlich, Björn Naundorf, Maxim Volgushev, Fred Wolf |
| 2005 | Yet faster method to optimize SVR hyperparameters based on minimizing cross-validation error. Kenji Kobayashi, Daisuke Kitakoshi, Ryohei Nakano |
| 2005 | fMRI experiments and computational models of the function of the prefrontal cortex and the basal ganglia: a review. Oury Monchi |