| 2011 | "Back-to-basics": Operationalizing data mining and visualization techniques for utilities. Dora Nakafuji, Thomas Aukai, Lisa Dangelmaier, Chris Reynolds, Jennifer Yoshimura, Ying Hu |
| 2011 | 3D modeling of virtualized reality objects using neural computing. Andrés F. Serna-Morales, Flavio Prieto, Eduardo Bayro-Corrochano, Edgar N. Sánchez |
| 2011 | A Brain-Computer Interface for classifying EEG correlates of chronic mental stress. Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Sau Wai Tung, Michel Heijnen |
| 2011 | A Fast Learning Complex-valued Neural Classifier for real-valued classification problems. Savitha Ramasamy, Suresh Sundaram, Ramaswamy Savitha |
| 2011 | A GPU based Parallel Hierarchical Fuzzy ART clustering. Sejun Kim, Donald C. Wunsch II |
| 2011 | A Hubel Wiesel model of early concept generalization based on local correlation of input features. Sepideh Sadeghi, Kiruthika Ramanathan |
| 2011 | A Hybrid Fuzzy Q-learning algorithm for robot navigation. Sean W. Gordon, Napoleon H. Reyes, Andre L. C. Barczak |
| 2011 | A Hybrid system with what-where-memory for multi-object recognition. Yuhua Zheng, Yan Meng |
| 2011 | A MLP-SVM hybrid model for cursive handwriting recognition. Washington W. Azevedo, Cleber Zanchettin |
| 2011 | A Neural Network model for spatial mental imagery investigation: A study with the humanoid robot platform iCub. Alessandro G. Di Nuovo, Davide Marocco, Santo Di Nuovo, Angelo Cangelosi |
| 2011 | A SOM combined with KNN for classification task. Leandro Augusto da Silva, Emilio Del-Moral-Hernandez |
| 2011 | A SOM-based multimodal system for musical query-by-content. Kyle B. Dickerson, Dan Ventura |
| 2011 | A Solution to harmonic frequency problem: Frequency and phase coding-based brain-computer interface. Chiman Wong, Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai |
| 2011 | A Support Vector Machines network for traffic sign recognition. Fabio Boi, Lorenzo Gagliardini |
| 2011 | A Two-fold classification for composite decision about localized arm movement from EEG by SVM and QDA techniques. Anwesha Khasnobish, Saugat Bhattacharyya, Amit Konar, D. N. Tibarewala, Atulya K. Nagar |
| 2011 | A batch self-organizing maps algorithm based on adaptive distances. Luciano D. S. Pacífico, Francisco de A. T. de Carvalho |
| 2011 | A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes. Mingxuan Wang, Clive Cheong Took, Danilo P. Mandic |
| 2011 | A columnar V1/V2 visual cortex model and emulation using a PS3 cell-BE array. Robinson E. Pino, Michael J. Moore, Jason Rogers, Qing Wu |
| 2011 | A committee of neural networks for traffic sign classification. Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber |
| 2011 | A comparative study of classification methods for gesture recognition using a 3-axis accelerometer. Fahad Moiz, Prasad Natoo, Reza Derakhshani, Walter D. Leon-Salas |
| 2011 | A comparison of sound localisation techniques using cross-correlation and spiking neural networks for mobile robotics. Julie A. Wall, T. Martin McGinnity, Liam P. Maguire |
| 2011 | A cortex-like model for rapid object recognition using feature-selective hashing. Yu-Ju Lee, Chuan-Yung Tsai, Liang-Gee Chen |
| 2011 | A digital implementation of the nucleus laminaris. Enrico Heinrich, Ralf Joost, Ralf Salomon |
| 2011 | A distributed, bio-inspired coordination strategy for multiple agent systems applied to surveillance tasks in unknown environments. Rodrigo Calvo, Janderson de Oliveira, Maurício F. Figueiredo, Roseli A. Francelin Romero |
| 2011 | A fast exact k-nearest neighbors algorithm for high dimensional search using k-means clustering and triangle inequality. Xueyi Wang |
| 2011 | A fast incremental Kernel Principal Component Analysis for learning stream of data chunks. Takaomi Tokumoto, Seiichi Ozawa |
| 2011 | A fast learning Fully Complex-valued Relaxation Network (FCRN). Suresh Sundaram, Ramaswamy Savitha, Narasimhan Sundararajan |
| 2011 | A fast learning algorithm with Promising Convergence Capability. Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui, Sean Shensheng Xu |
| 2011 | A fast optimized semi-supervised non-negative Matrix Factorization algorithm. Noel Lopes, Bernardete Ribeiro |
| 2011 | A forecast-based biologically-plausible STDP learning rule. Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber |
| 2011 | A general framework for development of the cortex-like visual object recognition system: Waves of spikes, predictive coding and universal dictionary of features. Sergey Tarasenko |
| 2011 | A hardware suitable Integrated Neural System for Autonomous Vehicles - Road Structuring and Path Tracking. Udhay Ravishankar, Milos Manic |
| 2011 | A hierarchical approach to represent relational data applied to clustering tasks. João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr. |
| 2011 | A hierarchical, nonparametric, sequential change-detection test. Cesare Alippi, Giacomo Boracchi, Manuel Roveri |
| 2011 | A hybrid PCA-LDA model for dimension reduction. Nan Zhao, Washington Mio, Xiuwen Liu |
| 2011 | A hybrid system ensemble based time series signal classification on driver alertness detection. Shen Xu, Ruoqian Liu, Dai Li, Yi Lu Murphey |
| 2011 | A low-order model of biological neural networks for hierarchical or temporal pattern clustering, detection and recognition. James Ting-Ho Lo |
| 2011 | A low-power memristive neuromorphic circuit utilizing a global/local training mechanism. Garrett S. Rose, Robinson E. Pino, Qing Wu |
| 2011 | A memetic framework for cooperative coevolution of recurrent neural networks. Rohitash Chandra, Marcus R. Frean, Mengjie Zhang |
| 2011 | A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence. Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang |
| 2011 | A multi-state model of cortical memory. Jean-Philippe Thivierge, Frédéric Dandurand, Denis Cousineau |
| 2011 | A neural architecture to address Reinforcement Learning problems. Rodrigo L. S. de Arruda, Fernando J. Von Zuben |
| 2011 | A neural circuit model for nCRF's dynamic adjustment and its application on image representation. Hui Wei, Xiaomei Wang |
| 2011 | A neural network classifier for notch filter classification of sound-source elevation in a mobile robot. John C. Murray, Harry R. Erwin |
| 2011 | A neurodynamical model of context-dependent category learning. Laxmi R. Iyer, Ali A. Minai |
| 2011 | A neuromorphic architecture from single transistor neurons with organic bistable devices for weights. Robert A. Nawrocki, Sean E. Shaheen, Richard M. Voyles |
| 2011 | A neurophysiologically inspired hippocampus based associative-ART Artificial neural network architecture. Craig M. Vineyard, Stephen J. Verzi, Michael L. Bernard, Shawn E. Taylor, Wendy L. Shaneyfelt, Irene Dubicka, Jonathan T. McClain, Thomas P. Caudell |
| 2011 | A new algorithm for graph mining. B. Chandra, Shalini Bhaskar |
| 2011 | A new efficient SVM and its application to real-time accurate eye localization. Shuo Chen, Chengjun Liu |
| 2011 | A new evaluation measure for learning from imbalanced data. Nguyen Thai-Nghe, Zeno Gantner, Lars Schmidt-Thieme |
| 2011 | A new sensitivity-based pruning technique for feed-forward neural networks that improves generalization. Iveta Mrázová, Zuzana Reitermanová |
| 2011 | A nonparametric information theoretic approach for change detection in time series. Songlin Zhao, José Carlos Príncipe |
| 2011 | A novel asynchronous digital spiking neuron model and its various neuron-like bifurcations and responses. Takashi Matsubara, Hiroyuki Torikai |
| 2011 | A novel facial feature extraction method based on ICM network for affective recognition. Fania Mokhayeri, M.-R. Akbarzadeh-T. |
| 2011 | A novel multilayer neural network model for TOA-based localization in wireless sensor networks. Sayed Yousef Monir Vaghefi, Reza Monir Vaghefi |
| 2011 | A novel multilayer neural network model for heat treatment of electroless Ni-P coatings. Sayed Yousef Monir Vaghefi, Sayed Mahmoud Monir Vaghefi |
| 2011 | A novel neural network inspired from Neuroendocrine-Immune System. Bao Liu, Junhong Wang, Huachao Qu |
| 2011 | A novel piece-wise constant analog spiking neuron model and its neuron-like excitabilities. Yutaro Yamashita, Hiroyuki Torikai |
| 2011 | A reversibility analysis of encoding methods for spiking neural networks. Cameron Johnson, Sinchan Roychowdhury, Ganesh Kumar Venayagamoorthy |
| 2011 | A rough-fuzzy hybrid approach on a Neuro-Fuzzy classifier for high dimensional data. Chang Su Lee |
| 2011 | A self-organizing neural network using hierarchical particle swarm optimization. Cheng-Jian Lin, Chin-Ling Lee, Chun-Cheng Peng |
| 2011 | A self-organizing neural scheme for road detection in varied environments. Usman Ali Malik, Syed Usman Ahmed, Faraz Kunwar |
| 2011 | A semi-supervised clustering algorithm that integrates heterogeneous dissimilarities and data sources. Manuel Martín-Merino |
| 2011 | A sequential learning algorithm for meta-cognitive neuro-fuzzy inference system for classification problems. Suresh Sundaram, Kartick Subramanian |
| 2011 | A simulation environment for volatility analysis of developed and in development markets. Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira, George D. C. Cavalcanti |
| 2011 | A spiking neural network for tactile form based object recognition. Sivalogeswaran Ratnasingam, T. Martin McGinnity |
| 2011 | A spiking neuronal network model of the dorsal raphe nucleus. KongFatt Wong-Lin, Girijesh Prasad, T. Martin McGinnity |
| 2011 | A statistical parametric method for the extraction of stimulus dependent activity from intrinsic optical signals. Katsutoshi Miyahara, Masaru Kuroiwa, Gang Wang |
| 2011 | A stochastic model based on neural networks. Luciana C. D. Campos, Marley Maria Bernardes Rebuzzi Vellasco, Juan G. Lazo Lazo |
| 2011 | A supervised approach for change detection in data streams. Alexis Bondu, Marc Boullé |
| 2011 | A texture-based method for classifying cracked concrete surfaces from digital images using neural networks. Zhiqiang Chen, Reza Derakhshani, Ceki Halmen, John T. Kevern |
| 2011 | A theory of the brain - the brain uses both distributed and localist (symbolic) representation. Asim Roy |
| 2011 | A tool to implement probabilistic automata in RAM-based neural networks. Marcilio C. P. de Souto, José Carlos Martins Oliveira, Teresa Bernarda Ludermir |
| 2011 | A training algorithm for SpikeProp improving stability of learning process. Toshiki Wakamatsu, Haruhiko Takase, Hiroharu Kawanaka, Shinji Tsuruoka |
| 2011 | A weighted image reconstruction based on PCA for pedestrian detection. Guilherme V. Carvalho, Lailson B. Moraes, George D. C. Cavalcanti, Ing Ren Tsang |
| 2011 | Accelerated learning of Generalized Sammon Mappings. Yinjie Huang, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
| 2011 | Active perception for action mirroring. Ryo Saegusa, Lorenzo Natale, Giorgio Metta, Giulio Sandini |
| 2011 | Adaptive background estimation using an information theoretic cost for hidden state estimation. Goktug T. Cinar, José C. Príncipe |
| 2011 | Adaptive neuro-fuzzy control of dynamical systems. Alok Kanti Deb, Alok Juyal |
| 2011 | Adaptive self-protective motion based on reflex control. Toshihiko Shimizu, Ryo Saegusa, Shuhei Ikemoto, Hiroshi Ishiguro, Giorgio Metta |
| 2011 | Adaptive spiking neural networks with Hodgkin-Huxley neurons and Hebbian learning. Lyle N. Long |
| 2011 | Adaptive tree kernel by multinomial generative topographic mapping. Davide Bacciu, Alessio Micheli, Alessandro Sperduti |
| 2011 | Advances on criteria for biological plausibility in artificial neural networks: Think of learning processes. Alberione Braz da Silva, João Luís Garcia Rosa |
| 2011 | Agent teams and evolutionary computation: Optimizing semi-parametric spatial autoregressive models. Tamás Krisztin, Matthias Koch |
| 2011 | Alzheimer's disease detection using a Self-adaptive Resource Allocation Network classifier. B. S. Mahanand, Suresh Sundaram, Narasimhan Sundararajan, M. Aswatha Kumar |
| 2011 | An Outpost Vector placement evaluation of an incremental learning algorithm for Support Vector Machine. Piyabute Fuangkhon, Thitipong Tanprasert |
| 2011 | An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem. Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben |
| 2011 | An effective just-in-time adaptive classifier for gradual concept drifts. Cesare Alippi, Giacomo Boracchi, Manuel Roveri |
| 2011 | An event-driven model for the SpiNNaker virtual synaptic channel. Alexander D. Rast, Francesco Galluppi, Sergio Davies, Luis A. Plana, Thomas Sharp, Steve B. Furber |
| 2011 | An extended Evolving Spiking Neural Network model for spatio-temporal pattern classification. Haza Nuzly Abdull Hamed, Nikola K. Kasabov, Siti Mariyam Shamsuddin, Harya Widiputra, Kshitij Dhoble |
| 2011 | An improved architecture for Probabilistic Neural Networks. B. Chandra, Kuppili Venkata Naresh Babu |
| 2011 | An improved geometric Radial Basis function Network for Hand-Eye Calibration. Eduardo Vázquez-Santacruz, Eduardo Bayro-Corrochano |
| 2011 | An improved neural architecture for gaze movement control in target searching. Jun Miao, Lijuan Duan, Laiyun Qing, Yuanhua Qiao |
| 2011 | An innovative Positional Pattern Detection tool applied to GAL4 Binding Sites in yeast. Heike Sichtig, Alberto Riva |
| 2011 | An insect brain inspired neural model for object representation and expectation. Paolo Arena, Luca Patané, Pietro Savio Termini |
| 2011 | An online actor-critic learning approach with Levenberg-Marquardt algorithm. Zhen Ni, Haibo He, Danil V. Prokhorov, Jian Fu |
| 2011 | An optimal construction and training of second order RBF network for approximation and illumination invariant image segmentation. Xun Cai, Kanishka Tyagi, Michael T. Manry |
| 2011 | Analysis and improvement of multiple optimal learning factors for feed-forward networks. Praveen Jesudhas, Michael T. Manry, Rohit Rawat, Sanjeev S. Malalur |
| 2011 | Analysis of a memristor based 1T1M crossbar architecture. Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino, Stanley Rogers |
| 2011 | Analysis of absence seizure EEG via Permutation Entropy spatio-temporal clustering. Nadia Mammone, Francesco Carlo Morabito |
| 2011 | Ant Colony Optimization Changing the Rate of Dull Ants and its application to QAP. Sho Shimomura, Haruna Matsushita, Yoshifumi Nishio |
| 2011 | Application of Cover's theorem to the evaluation of the performance of CI observers. Frank W. Samuelson, David G. Brown |
| 2011 | Application of SOM to analysis of Minnesota soil survey data. Sauptik Dhar, Vladimir Cherkassky |
| 2011 | Application of hybrid learning strategy for manipulator robot. Shingo Nakamura, Shuji Hashimoto |
| 2011 | Application of neural networks in the classification of incipient faults in power transformers: A study of case. Luciana G. Castanheira, João Antônio de Vasconcelos, Agnaldo J. Rocha Reis, Paulo Henrique V. Magalhaes, Savio A. Lopes da Silva |
| 2011 | Aquila: An open-source GPU-accelerated toolkit for cognitive and neuro-robotics research. Martin Peniak, Anthony F. Morse, Christopher Larcombe, Salomón Ramírez-Contla, Angelo Cangelosi |
| 2011 | Are probabilistic spiking neural networks suitable for reservoir computing? Stefan Schliebs, Ammar Mohemmed, Nikola K. Kasabov |
| 2011 | Artificial neural network performance degradation under network damage: Stuck-at faults. Robert A. Nawrocki, Richard M. Voyles |
| 2011 | Artificial neural networks to investigate the significance of PAPPA and b-hCG for the prediction of chromosomal abnormalities. Kypros H. Nicolaides, Kleanthis C. Neokleous, Christos N. Schizas, Costas Neocleous |
| 2011 | Attention driven computational model of the auditory midbrain for sound localization in reverberant environments. Jindong Liu, Harry R. Erwin, Guang-Zhong Yang |
| 2011 | Attention selection model using Weight Adjusted Topological properties and quantification evaluating criterion. Yu Fang, Xiaodong Gu, Yuanyuan Wang |
| 2011 | Audio visual cues in driver affect characterization: Issues and challenges in developing robust approaches. Ashish Tawari, Mohan M. Trivedi |
| 2011 | Autoassociative Pyramidal Neural Network for face verification. Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren |
| 2011 | Automatic design of Neural Networks with L-Systems and genetic algorithms - A biologically inspired methodology. Lídio Mauro Lima de Campos, Mauro Roisenberg, Roberto Célio Limão de Oliveira |
| 2011 | Autonomous learning of a human body model. Thomas Walther, Rolf P. Würtz |
| 2011 | B-spline neural network based digital baseband predistorter solution using the inverse of De Boor algorithm. Xia Hong, Yu Gong, Sheng Chen |
| 2011 | BSOM network for pupil segmentation. Gabriel S. Vasconcelos, Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti |
| 2011 | Battery state of charge estimation based on a combined model of Extended Kalman Filter and neural networks. ZhiHang Chen, Shiqi Qiu, M. Abul Masrur, Yi Lu Murphey |
| 2011 | Belief function model for reliable optimal set estimation of transition matrices in discounted infinite-horizon Markov decision processes. Baohua Li, Jennie Si |
| 2011 | Beyond probabilistic record linkage: Using neural networks and complex features to improve genealogical record linkage. D. Randall Wilson |
| 2011 | Bio-inspired balanced tree structure dynamic network. Fengchen Liu, Yongsheng Ding, Weixun Gao |
| 2011 | Bio-inspired meta-heuristic as feature selector in ensemble systems: A comparative analysis. Laura Emmanuella A. Santana, Anne M. P. Canuto, Ligia Silva |
| 2011 | Bio-inspired models of memory capacity, recall performance and theta phase precession in the hippocampus. Vassilis Cutsuridis, Bruce P. Graham, Stuart Cobb, Michael E. Hasselmo |
| 2011 | Biologically inspired model for crater detection. Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski |
| 2011 | Biologically-inspired neural coding of sound onset for a musical sound classification task. Michael J. Newton, Leslie S. Smith |
| 2011 | Blind signal separation in distributed space-time coding systems using the FastICA algorithm. Xianxue Fan, Jorge Igual, Raul Llinares, Addisson Salazar, Gang Wu |
| 2011 | Boundedness and convergence of MPN for cyclic and almost cyclic learning with penalty. Jian Wang, Wei Wu, Jacek M. Zurada |
| 2011 | CAVE-SOM: Immersive visual data mining using 3D Self-Organizing Maps. Dumidu Wijayasekara, Ondrej Linda, Milos Manic |
| 2011 | CHARISMA: A Context Hierarchy-based cognitive architecture for self-motivated social agents. Matthew Conforth, Yan Meng |
| 2011 | Cell assemblies for query expansion in Information Retrieval. Isabel Volpe, Viviane Pereira Moreira, Christian R. Huyck |
| 2011 | Cellular Neural Networks with switching two types of templates. Yoshihiro Kato, Yasuhiro Ueda, Yoko Uwate, Yoshifumi Nishio |
| 2011 | Chaos of protein folding. Jacques M. Bahi, Nathalie Côté, Christophe Guyeux |
| 2011 | Chaotic Complex-valued Multidirectional Associative Memory with variable scaling factor - One-to-many association ability -. Akio Yoshida, Yuko Osana |
| 2011 | Chaotic routing strategy with load-balanced effects for communication networks. Takayuki Kimura, Tohru Ikeguchi |
| 2011 | Characterization and modeling of a grid-connected photovoltaic system using a Recurrent Neural Network. Daniel M. Riley, Ganesh K. Venayagamoorthy |
| 2011 | Chord recognition using neural networks based on Particle Swarm Optimization. Cheng-Jian Lin, Chin-Ling Lee, Chun-Cheng Peng |
| 2011 | Class of all i-v dynamics for memristive elements in pattern recognition systems. Fernando Corinto, Alon Ascoli, Marco Gilli |
| 2011 | Classification of EEG during imagined mental tasks by forecasting with Elman Recurrent Neural Networks. Elliott M. Forney, Charles W. Anderson |
| 2011 | Classification of blurred textures using multilayer neural network based on multi-valued neurons. Igor N. Aizenberg, Jacob Jackson, Shane Alexander |
| 2011 | Closed-form cauchy-schwarz PDF divergence for mixture of Gaussians. Kittipat Kampa, Erion Hasanbelliu, José C. Príncipe |
| 2011 | Coherence vector of Oriented Gradients for traffic sign recognition using Neural Networks. Reghunadhan Rajesh, K. Rajeev, K. Suchithra, Lekhesh V. Prabhu, V. Gopakumar, N. K. Ragesh |
| 2011 | Combining different ways to generate diversity in bagging models: An evolutionary approach. Diego Silveira Costa Nascimento, Anne Magály de Paula Canuto, Ligia Maria Moura e Silva, André Luís Vasconcelos Coelho |
| 2011 | Communicated somatic markers benefit both the individual and the species. Kyle Ira Harrington, Megan M. Olsen, Hava T. Siegelmann |
| 2011 | Comparative study on dimension reduction techniques for cluster analysis of microarray data. Daniel de Araújo, Adrião Duarte Dória Neto, Allan de Medeiros Martins, Jorge Dantas de Melo |
| 2011 | Comparing evolutionary methods for reservoir computing pre-training. Aida Araujo Ferreira, Teresa Bernarda Ludermir |
| 2011 | Comparison of neural networks-based ANARX and NARX models by application of correlation tests. Sven Nõmm, Ülle Kotta |
| 2011 | Complex-valued functional link network design by orthogonal least squares method for function approximation problems. Md. Faijul Amin, Ramaswamy Savitha, Muhammad Ilias Amin, Kazuyuki Murase |
| 2011 | Composite power system reliability evaluation using support vector machines on a multicore platform. Robert C. Green II, Lingfeng Wang, Mansoor Alam |
| 2011 | Computational intelligence methods for helicopter loads estimation. Julio J. Valdés, Catherine Cheung, Weichao Wang |
| 2011 | Computational intelligence methods for underwater magnetic-based protection systems. Sergio Decherchi, Davide Leoncini, Paolo Gastaldo, Rodolfo Zunino, Osvaldo Faggioni, Maurizio Soldani |
| 2011 | Conditional multi-output regression. Chao Yuan |
| 2011 | Connectionist reinforcement learning for intelligent unit micro management in StarCraft. Amirhosein Shantia, Eric Begue, Marco A. Wiering |
| 2011 | Connectivity and creativity in semantic neural networks. Nagendra Marupaka, Ali A. Minai |
| 2011 | Consciousness-driven model for visual attention. Pierre Cagnac, Noel Di Noia, Chao-Hui Huang, Daniel Racoceanu, Laurent Chaudron |
| 2011 | Continuous time recurrent neural network designed for KWTA operation. Ruxandra-Liana Costea, Corneliu A. Marinov |
| 2011 | Controlled consensus time for community detection in complex networks. Jean Huertas, Liang Zhao |
| 2011 | Convergence of algorithms for solving the Nearest Point Problem in Reduced Convex Hulls. Jorge López Lázaro, José R. Dorronsoro |
| 2011 | Cooperation control and enhanced class structure in self-organizing maps. Ryotaro Kamimura |
| 2011 | Coupling clustering and visualization for knowledge discovery from data. Guénaël Cabanes, Younès Bennani |
| 2011 | Creative brain and abstract art: A quantitative study on Kandinskij paintings. Francesco Carlo Morabito, Matteo Cacciola, Gianluigi Occhiuto |
| 2011 | Creativity and thinking according to cognition-language-music model. Leonid I. Perlovsky |
| 2011 | Decentralized neural block control for an industrial PA10-7CE robot arm. Ramón García-Hernández, Edgar N. Sánchez, Víctor Santibáñez, José Antonio Ruz Hernández |
| 2011 | Density and neighbor Adaptive Information Theoretic Clustering. Baoyuan Wu, Bao-Gang Hu |
| 2011 | Designing associative memories implemented via recurrent neural networks for pattern recognition. José Antonio Ruz Hernández, Maria U. Suarez-Duran, Ramón García-Hernández, Evgen Shelomov, Edgar N. Sánchez |
| 2011 | Designing dilation-erosion perceptrons with differential evolutionary learning for air pressure forecasting. Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio C. B. Soares, Silvio R. L. Meira |
| 2011 | Development of a mix-design based Rapid Chloride Permeability assessment model using neuronets. Hakan Yasarer, Yacoub Najjar |
| 2011 | Direct heuristic dynamic programming with augmented states. Jian Sun, Feng Liu, Jennie Si, Shengwei Mei |
| 2011 | Discovery of pattern meaning from delayed rewards by reinforcement learning with a recurrent neural network. Katsunari Shibata, Hiroki Utsunomiya |
| 2011 | Discrete Synapse Recurrent Neural Network with time-varying delays for nonlinear system modeling and its application on seismic signal classification. Hyung-Ook Park, Alireza A. Dibazar, Theodore W. Berger |
| 2011 | Discrete-time neural block control for a doubly fed induction generator. Riemann Ruiz, Edgar N. Sánchez, Alexander G. Loukianov |
| 2011 | Discrete-time neural identifier for electrically driven nonholonomic mobile robots. Alma Y. Alanis, Michel López-Franco, Nancy Arana-Daniel, Carlos López-Franco |
| 2011 | Discriminant Kernels derived from the optimum nonlinear discriminant analysis. Takio Kurita |
| 2011 | Discriminative Hat Matrix: A new tool for outlier identification and linear regression. Franck Dufrenois, Jean-Charles Noyer |
| 2011 | Distributed configuration of massively-parallel simulation on SpiNNaker neuromorphic hardware. Thomas Sharp, Cameron Patterson, Steve B. Furber |
| 2011 | Distributed parameter bioprocess plant identification and I-term control using centralized recurrent neural network models. Ieroham S. Baruch, Eloy Echeverria Saldierna, Oscar Castillo |
| 2011 | Dynamic learning rate (ηD) for recurrent high order neural observer (RHONO): Anaerobic process application. Kelly J. Gurubel, Edgar N. Sánchez, Salvador Carlos-Hernandez |
| 2011 | Dynamics of fractional-order neural networks. Eva Kaslik, Seenith Sivasundaram |
| 2011 | EEG denoising with a recurrent quantum neural network for a brain-computer interface. Vaibhav Gandhi, Vipul Arora, Laxmidhar Behera, Girijesh Prasad, Damien Coyle, T. Martin McGinnity |
| 2011 | EEG-based brain dynamics of driving distraction. Chin-Teng Lin, Shi-An Chen, Li-Wei Ko, Yu-Kai Wang |
| 2011 | Effects of compensation, connectivity and tau in a computational model of Alzheimer's Disease. Mark Rowan |
| 2011 | Efficient Levenberg-Marquardt minimization of the cross-entropy error function. Amar Saric, Jing Xiao |
| 2011 | Embedded power quality monitoring system based on Independent Component Analysis and SVMs. Marta Ruiz-Llata, Guillermo Guarnizo, Carlos Boya |
| 2011 | Embodied cognition, language, and mirror neuron system. Leonid I. Perlovsky |
| 2011 | Emotional state recognition from speech via soft-competition on different acoustic representations. Arslan Shaukat, Ke Chen |
| 2011 | Emotions of cognitive dissonance. José Fernando Fontanari, Leonid I. Perlovsky, Marie-Claude Bonniot-Cabanac, Michel Cabanac |
| 2011 | Ensemble classifier composition: Impact on feature based offline cursive character recognition. Ashfaqur Rahman, Brijesh K. Verma |
| 2011 | Ensemble of perceptrons with confidence measure for piecewise linear decomposition. Pitoyo Hartono |
| 2011 | Entropy penalized learning for Gaussian mixture models. Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai |
| 2011 | Evaluating dependence in spike train metric spaces. Sohan Seth, Austin J. Brockmeier, John S. Choi, Mulugeta Semework, Joseph T. Francis, José C. Príncipe |
| 2011 | Evaluating the training dynamics of a CMOS based synapse. Arfan Ghani, Liam McDaid, Ammar Belatreche, Peter M. Kelly, Steve Hall, Thomas Dowrick, Shou Huang, John Marsland, Andy W. Smith |
| 2011 | Evolution of robotic neurocontrollers with intrinsic noise and their behavior in noisy environments. Helmut A. Mayer |
| 2011 | Evolutionary spectral co-clustering. Nathan Green, Manjeet Rege, Xumin Liu, Reynold Bailey |
| 2011 | Evolving Clonal Adaptive Resonance Theory based on ECOS theory. Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho |
| 2011 | Evolving recurrent neural networks are super-Turing. Jérémie Cabessa, Hava T. Siegelmann |
| 2011 | Expanding the Go/NoGo depiction of the action of Basal Ganglia pathways. Kumar Sanjeeva, Maithreye Rengaswamy, Neelima Gupte, V. Srinivasa Chakravarthy |
| 2011 | Expectation-maximization approach to Boolean factor analysis. Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov |
| 2011 | Experimental studies with a hybrid model of unsupervised neural networks. Kazuhito Sato, Hirokazu Madokoro, Toshimitsu Otani, Sakura Kadowaki |
| 2011 | Explorations on system identification via higher-level application of Adaptive-Critic Approximate Dynamic Programming. Joshua G. Hughes, George G. Lendaris |
| 2011 | Exploring retrograde signaling via astrocytes as a mechanism for self repair. John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso, Valeriu Beiu |
| 2011 | Exploring speaker-specific characteristics with deep learning. Ahmad Salman, Ke Chen |
| 2011 | Exploring the relationship between degrees of self similarity and altered driving states. Sekou L. Remy |
| 2011 | Extended Kalman filter using a kernel recursive least squares observer. Pingping Zhu, Badong Chen, José C. Príncipe |
| 2011 | Fast AdaBoost training using weighted novelty selection. Mojtaba Seyedhosseini, António R. C. Paiva, Tolga Tasdizen |
| 2011 | Fast Autonomous Growing Neural Gas. José García Rodríguez, Anastassia Angelopoulou, Juan Manuel García Chamizo, Alexandra Psarrou, Sergio Orts, Vicente Morell |
| 2011 | Fast online incremental transfer learning for unseen object classification using self-organizing incremental neural networks. Aram Kawewong, Sirinart Tangruamsub, Pichai Kankuekul, Osamu Hasegawa |
| 2011 | Fast pattern matching with time-delay neural networks. Heiko Hoffmann, Michael D. Howard, Michael J. Daily |
| 2011 | Feature selection of pathway markers for microarray-based disease classification using negatively correlated feature sets. Jonathan Hoyin Chan, Pitak Sootanan, Ponlavit Larpeampaisarl |
| 2011 | Fetal electrocardiogram extraction and R-peak detection for fetal heart rate monitoring using artificial neural network and Correlation. Muhammad A. Hasan, Mamun Bin Ibne Reaz, Muhammad I. Ibrahimy |
| 2011 | Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning. Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan |
| 2011 | Filter Bank Feature Combination (FBFC) approach for brain-computer interface. Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Haihong Zhang |
| 2011 | Finding dependent and independent components from two related data sets. Juha Karhunen, Tele Hao |
| 2011 | Finding patterns in labeled graphs using spectrum feature vectors in a SOM network. Rigoberto Fonseca, Pilar Gómez-Gil, Jesus A. Gonzalez, Iván Olmos |
| 2011 | Foraging behavior in a 3-D virtual sea snail having a spiking neural network brain. David D. Olmsted |
| 2011 | Forecasting exchange rate with deep belief networks. Jing Chao, Furao Shen, Jinxi Zhao |
| 2011 | Forecasting time series with a logarithmic model for the Polynomial Artificial Neural Networks. J. Carlos Luna-Sanchez, Eduardo Gómez-Ramírez, Kaddour Najim, Enso Ikonen |
| 2011 | Forecasting tropospheric ozone concentrations with adaptive neural networks. Riccardo Taormina, Luca Mesin, Fiammetta Orione, Eros Pasero |
| 2011 | From neural activation to symbolic alignment: A network-based approach to the formation of dialogue lexica. Alexander Mehler, Andy Lücking, Peter Menke |
| 2011 | Fully complex-valued ELM classifiers for human action recognition. R. Venkatesh Babu, Suresh Sundaram |
| 2011 | Functional and physical constraints for evolving small-world structure in embodied networks. Derek Harter |
| 2011 | Fuzzy bio-interface: Indicating logicality from living neuronal network and learning control of bio-robot. Isao Hayashi, Megumi Kiyotoki, Ai Kiyohara, Minori Tokuda, Suguru N. Kudoh |
| 2011 | GA-PAT-KNN: Framework for time series forecasting. Armando A. Gonçalves, Igor Alencar, Ing Ren Tsang, George D. C. Cavalcanti |
| 2011 | GA-based feature selection approach in biometric hand systems. Rafael Marcos Luque, David A. Elizondo, Ezequiel López-Rubio, Esteban J. Palomo |
| 2011 | GPGPU acceleration of Cellular Simultaneous Recurrent Networks adapted for maze traversals. Kenneth L. Rice, Tarek M. Taha, Khan M. Iftekharuddin, Keith Anderson, Teddy Salan |
| 2011 | Gaze tracking based on pupil estimation using multilayer perception. Sangwook Kim, Byunghun Hwang, Minho Lee |
| 2011 | Generation of composed musical structures through recurrent neural networks based on chaotic inspiration. Andres E. Coca, Roseli A. F. Romero, Liang Zhao |
| 2011 | Genetic feature selection in EEG-based motion sickness estimation. Chun-Shu Wei, Li-Wei Ko, Shang-Wen Chuang, Tzyy-Ping Jung, Chin-Teng Lin |
| 2011 | Genetic optimization of ensemble neural networks for complex time series prediction. Martha Pulido, Patricia Melin, Oscar Castillo |
| 2011 | Global stability analysis using the method of Reduction Of Dissipativity Domain. Reza Jafari, Martin Hagan |
| 2011 | Gradient-based morphological approach for software development cost estimation. Ricardo de A. Araújo, Adriano L. I. Oliveira, Sérgio C. B. Soares, Silvio R. L. Meira |
| 2011 | Graph weighted subspace learning models in bankruptcy. Bernardete Ribeiro, Ning Chen |
| 2011 | Graph-based features for supervised link prediction. William Cukierski, Benjamin Hamner, Bo Yang |
| 2011 | Group lasso regularized multiple kernel learning for heterogeneous feature selection. Yi-Ren Yeh, Yung-Yu Chung, Ting-Chu Lin, Yu-Chiang Frank Wang |
| 2011 | Guided fuzzy clustering with multi-prototypes. Shenglan Ben, Zhong Jin, Jingyu Yang |
| 2011 | Handwritten Chinese character identification with Bagged One-Class support vector machines. Hong-Wei Hao, Cui-Xia Mu, Xu-Cheng Yin, Zhi-bin Wang |
| 2011 | Hidden Markov model estimation based on alpha-EM algorithm: Discrete and continuous alpha-HMMs. Yasuo Matsuyama |
| 2011 | Hierarchical discriminative sparse coding via bidirectional connections. Zhengping Ji, Wentao Huang, Garrett T. Kenyon, Luís M. A. Bettencourt |
| 2011 | Hierarchical genetic optimization of modular neural networks and their type-2 fuzzy response integrators for human recognition based on multimodal biometry. Daniela Sánchez, Patricia Melin, Oscar Castillo |
| 2011 | Hospital foundation actions: Neural network model variable importance. Mary Malliaris, Maria Pappas |
| 2011 | How the core theory of CLARION captures human decision-making. Sébastien Hélie, Ron Sun |
| 2011 | Hybrid learning based on Multiple Self-Organizing Maps and Genetic Algorithm. Qiao Cai, Haibo He, Hong Man |
| 2011 | Hybrid model incorporating multiple scale dynamics for time series forecasting. Vishal Sharma, Dipti Srinivasan |
| 2011 | Hybrid neural-evolutionary model for electricity price forecasting. Dipti Srinivasan, Zhang Guofan, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton |
| 2011 | ITR-Score algorithm: An efficient Trace ratio criterion based algorithm for supervised dimensionality reduction. Ming-Bo Zhao, Zhao Zhang, Tommy W. S. Chow |
| 2011 | Identification of key music symbols for optical music recognition and on-screen presentation. Tatiana Tambouratzis |
| 2011 | Image compression based on growing hierarchical Self-Organizing Maps. Esteban J. Palomo, Enrique Domínguez |
| 2011 | Image segmentation based on local spectral histograms and linear regression. Jiangye Yuan, DeLiang Wang, Rongxing Li |
| 2011 | Implementation of signal processing tasks on neuromorphic hardware. Olivier Temam, Rodolphe Héliot |
| 2011 | Improved image super-resolution by Support Vector Regression. Le An, Bir Bhanu |
| 2011 | Improving classification accuracy by identifying and removing instances that should be misclassified. Michael R. Smith, Tony R. Martinez |
| 2011 | Improving question retrieval in community question answering with label ranking. Wei Wang, Baichuan Li, Irwin King |
| 2011 | In-sample model selection for Support Vector Machines. Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2011 | Incremental 2-directional 2-dimensional linear discriminant analysis for multitask pattern recognition. Chunyu Liu, Young-Min Jang, Seiichi Ozawa, Minho Lee |
| 2011 | Incremental object classification using hierarchical generative Gaussian mixture and topology based feature representation. Sungmoon Jeong, Minho Lee |
| 2011 | Independent component analysis with graphical correlation: Applications to multi-vision coding. Ryota Yokote, Toshikazu Nakamura, Yasuo Matsuyama |
| 2011 | Inferring cascading network-power disruptions and sustainability. Supaporn Erjongmanee, Chuanyi Ji, James Momoh |
| 2011 | Inferring method of the gene regulatory networks using neural networks adopting a majority rule. Yasuki Hirai, Masahiro Kikuchi, Hiroaki Kurokawa |
| 2011 | Information coding with neural ensembles for a mobile robot. Daniel Calderon Reyes, Tatiana Baidyk, Ernst M. Kussul |
| 2011 | Innovative embodiment of job interview in emotionally aware communication robot. Rajiv Khosla, Mei-Tai Chu, K. G. Yamada, K. Kuneida, S. Oga |
| 2011 | Instance selection algorithm based on a Ranking Procedure. Cristiano de Santana Pereira, George D. C. Cavalcanti |
| 2011 | Integrating multi-sensory input in the body model - A RNN approach to connect visual features and motor control. Malte Schilling |
| 2011 | Interacting maps for fast visual interpretation. Matthew Cook, Luca Gugelmann, Florian Jug, Christoph Krautz, Angelika Steger |
| 2011 | Kernel adaptive filtering with maximum correntropy criterion. Songlin Zhao, Badong Chen, José C. Príncipe |
| 2011 | Kernel principal subspace Mahalanobis distances for outlier detection. Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
| 2011 | Knife-edge scanning microscopy for connectomics research. Yoonsuck Choe, David Mayerich, Jaerock Kwon, Daniel E. Miller, Ji Ryang Chung, Chul Sung, John Keyser, Louise C. Abbott |
| 2011 | Lag selection for time series forecasting using Particle Swarm Optimization. Gustavo H. T. Ribeiro, Paulo S. G. de Mattos Neto, George D. C. Cavalcanti, Ing Ren Tsang |
| 2011 | Latent learning - What your net also learned. Steven Gutstein, Olac Fuentes, Eric Freudenthal |
| 2011 | Lateral inhibitory networks: Synchrony, edge enhancement, and noise reduction. Cornelius Glackin, Liam P. Maguire, Liam McDaid, John J. Wade |
| 2011 | Learning algorithms for a specific configuration of the quantron. Simon de Montigny, Richard Labib |
| 2011 | Learning confidence exchange in Collaborative Clustering. Nistor Grozavu, Mohamad Ghassany, Younès Bennani |
| 2011 | Learning random subspace novelty detection filters. Fatma Hamdi, Younès Bennani |
| 2011 | Learning to rank relational objects based on the listwise approach. Yuxin Ding, Di Zhou, Min Xiao, Li Dong |
| 2011 | Learning with few examples: An empirical study on leading classifiers. Christophe Salperwyck, Vincent Lemaire |
| 2011 | Link prediction by de-anonymization: How We Won the Kaggle Social Network Challenge. Arvind Narayanan, Elaine Shi, Benjamin I. P. Rubinstein |
| 2011 | Local learning rules for spiking neurons with dendrite. Olivier F. Manette |
| 2011 | Magnetic resonance estimation of longitudinal relaxation time (T1) in spoiled gradient echo using an adaptive neural network. Hassan Bagher-Ebadian, Rajan Jain, Ramesh Paudyal, Siamak P. Nejad-Davarani, Jayant Narang, Quan Jiang, Tom Mikkelsen, James R. Ewing |
| 2011 | Magnetic resonance imaging estimation of longitudinal relaxation rate change (ΔR1) in dual gradient echo sequences using an adaptive model. Hassan Bagher-Ebadian, Siamak P. Nejad-Davarani, Meser M. Ali, Stephen Brown, Malek Makki, Quan Jiang, Douglas C. Noll, James R. Ewing |
| 2011 | Magnification in divergence based neural maps. Thomas Villmann, Sven Haase |
| 2011 | Melody retrieval by self-organizing map with refractoriness which has robustness for fluctuation of key input. Akira Cho, Yuko Osana |
| 2011 | Memristor synaptic dynamics' influence on synchronous behavior of two Hindmarsh-Rose neurons. Fernando Corinto, Alon Ascoli, Valentina Lanza, Marco Gilli |
| 2011 | Mental disorders within a cognitive architecture. Ron Sun, Nick Wilson, Robert C. Mathews |
| 2011 | Mental saccades in control of cognitive process. Janusz A. Starzyk |
| 2011 | Metamodeling for large-scale optimization tasks based on object networks. Ludmilla Werbos, Robert Kozma, Rodrigo Silva-Lugo, Giovanni Egidio Pazienza, Paul J. Werbos |
| 2011 | Model-based clustering with Hidden Markov Model regression for time series with regime changes. Faicel Chamroukhi, Allou Samé, Patrice Aknin, Gérard Govaert |
| 2011 | Modeling a system for monitoring an object using artificial neural networks and reinforcement learning. Helton Maia Peixoto, Anthony A. R. Diniz, Nathalee Cavalcante de Almeida, Jorge Dantas de Melo, Ana Maria G. Guerreiro, Adrião Duarte Dória Neto |
| 2011 | Modeling dopamine and serotonin systems in a visual recognition network. Stephen Paslaski, Courtland VanDam, Juyang Weng |
| 2011 | Modeling normal/epileptic brain dynamics with potential application in titration therapy. Mark H. Myers, Robert Kozma |
| 2011 | Modeling oxytocin induced neurorobotic trust and intent recognition in human-robot interaction. Sridhar R. Anumandla, Laurence C. Jayet Bray, Corey M. Thibeault, Roger V. Hoang, Sergiu M. Dascalu, Frederick C. Harris Jr., Philip H. Goodman |
| 2011 | Modeling prosopagnosia using dynamic artificial neural networks. Robyn Vandermeulen, Laurence Morissette, Sylvain Chartier |
| 2011 | Modeling the cholinergic innervation in the infant cortico-hippocampal system and its contribution to early memory development and attention. Alexandre Pitti, Yasuo Kuniyoshi |
| 2011 | Modeling the young modulus of nanocomposites: A neural network approach. Leandro F. Cupertino, Omar Paranaiba Vilela Neto, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Jose Roberto d'Almeida |
| 2011 | Models of clifford recurrent neural networks and their dynamics. Yasuaki Kuroe |
| 2011 | Modular deep belief networks that do not forget. Leo Pape, Faustino J. Gomez, Juergen Ring, Jürgen Schmidhuber |
| 2011 | Modularity adaptation in cooperative coevolution of feedforward neural networks. Rohitash Chandra, Marcus R. Frean, Mengjie Zhang |
| 2011 | Modularity-based model selection for kernel spectral clustering. Rocco Langone, Carlos Alzate, Johan A. K. Suykens |
| 2011 | Momentum Sequential Minimal Optimization: An accelerated method for Support Vector Machine training. Álvaro Barbero Jiménez, José R. Dorronsoro |
| 2011 | Motivated learning in autonomous systems. Pawel Raif, Janusz A. Starzyk |
| 2011 | Multi-objective evolutionary optimization of exemplar-based classifiers: A PNN test case. Talitha Rubio, Tiantian Zhang, Michael Georgiopoulos, Assem Kaylani |
| 2011 | Multi-task beta process sparse kernel machines. Junbin Gao |
| 2011 | Multinomial Squared Direction Cosines Regression. Naveed Iqbal, Georgios C. Anagnostopoulos |
| 2011 | Multiple distribution data description learning method for novelty detection. Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma |
| 2011 | Multiple memristor read and write circuit for neuromorphic applications. Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Stanley Rogers |
| 2011 | Natural language generation using automatically constructed lexical resources. Naho Ito, Masafumi Hagiwara |
| 2011 | Network-based learning through particle competition for data clustering. Thiago C. Silva, Liang Zhao |
| 2011 | Neural PD control with second-order sliding mode compensation for robot manipulators. Debbie Hernández, Wen Yu, Marco A. Moreno-Armendáriz |
| 2011 | Neural classification of infrasonic signals associated with hazardous volcanic eruptions. Ajay S. Iyer, Fredric M. Ham, Milton Garces |
| 2011 | Neural image thresholding with SIFT-Controlled gabor features. Ahmed A. Othman, Hamid R. Tizhoosh |
| 2011 | Neural model of blood glucose level for Type 1 Diabetes Mellitus Patients. Alma Y. Alanis, Edgar N. Sánchez, Eduardo Ruiz-Velázquez, Blanca S. Leon |
| 2011 | Neural network estimation of photovoltaic I-V curves under partially shaded conditions. Jacques A. Dolan, Ritchie Lee, Yoo-Hsiu Yeh, Chiping Yeh, Daniel Y. Nguyen, Shahar Ben-Menahem, Abraham K. Ishihara |
| 2011 | Neural network identification for biomass gasification kinetic model. Rocio Carrasco, Edgar N. Sánchez, Salvador Carlos-Hernandez |
| 2011 | Neural networks as a path to self-awareness. Paul J. Werbos |
| 2011 | Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems. Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov |
| 2011 | Neural networks for model predictive control. Petia Georgieva, Sebastião Feyo de Azevedo |
| 2011 | Neural-network-based optimal control for a class of nonlinear cdiscrete-time systems with control constraints using the citerative GDHP algorithm. Derong Liu, Ding Wang, Dongbin Zhao |
| 2011 | Neuro-fuzzy dynamic pole placement control of nonlinear discrete-time systems. Juri Belikov, Eduard Petlenkov |
| 2011 | Neurodynamics and the mind. Wlodzislaw Duch |
| 2011 | Neuromorphic motivated systems. James C. Daly, Jacob D. Brown, Juyang Weng |
| 2011 | Neuronal avalanche induced by multiplicative spike-timing-dependent plasticity. Shuhei Ohno, Hideyuki Kato, Tohru Ikeguchi |
| 2011 | New approaches for solving permutation indeterminacy and scaling ambiguity in frequency domain separation of convolved mixtures. Zhitang Chen, Laiwan Chan |
| 2011 | Noise benefits in the expectation-maximization algorithm: Nem theorems and models. Osonde Osoba, Sanya Mitaim, Bart Kosko |
| 2011 | Non-Gaussian component analysis using Density Gradient Covariance matrix. Nima Reyhani, Erkki Oja |
| 2011 | Nonlinear adaptive flight control using sliding mode online learning. Thomas Krüger, Philipp Schnetter, Robin Placzek, Peter Voersmann |
| 2011 | Nonlinear extension of multiobjective multiclass support vector machine based on the one-against-all method. Keiji Tatsumi, Masato Tai, Tetsuzo Tanino |
| 2011 | Nonlinear multi-model ensemble prediction using dynamic Neural Network with incremental learning. Michael Baskara L. A. Siek, Dimitri P. Solomatine |
| 2011 | Observed Stent's anti-Hebbian postulate on dynamic stochastic computational synapses. Subha Danushika Fernando, Koichi Yamada, Ashu Marasinghe |
| 2011 | On combination of SMOTE and particle swarm optimization based radial basis function classifier for imbalanced problems. Ming Gao, Xia Hong, Sheng Chen, Chris J. Harris |
| 2011 | On improving trust-region variable projection algorithms for separable nonlinear least squares learning. Eiji Mizutani, James Demmel |
| 2011 | On retrieval performance of associative memory by Complex-valued Synergetic Computer. Masaaki Kimura, Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui |
| 2011 | On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios. Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| 2011 | On the clustering of large-scale data: A matrix-based approach. Lijun Wang, Ming Dong |
| 2011 | On the structure of algorithm spaces. Adam H. Peterson, Tony R. Martinez, George L. Rudolph |
| 2011 | Online incremental clustering with distance metric learning for high dimensional data. Shogo Okada, Toyoaki Nishida |
| 2011 | Online parts-based feature discovery using competitive activation neural networks. Lester L. Solbakken, Steffen Junge |
| 2011 | Online-learned classifiers for robust multitarget tracking. Shuqing Zeng, Yanhua Chen |
| 2011 | Optimal control for discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. Qinglai Wei, Derong Liu |
| 2011 | Optimal operation via a recurrent neural network of a wind-solar energy system. Manuel Gámez, Edgar N. Sánchez, Luis J. Ricalde |
| 2011 | Optimal output gain algorithm for feed-forward network training. Babu Hemanth Kumar Aswathappa, Michael T. Manry, Rohit Rawat |
| 2011 | Optimistic bias in the assessment of high dimensional classifiers with a limited dataset. Weijie Chen, David G. Brown |
| 2011 | Optimization of Spiking Neural Networks with dynamic synapses for spike sequence generation using PSO. Ammar Mohemmed, Satoshi Matsuda, Stefan Schliebs, Kshitij Dhoble, Nikola K. Kasabov |
| 2011 | Optimization of fixed Wavelet Neural Networks. Juan Jose Cordova, Wen Yu |
| 2011 | Optimizing drug therapy with Reinforcement Learning: The case of Anemia Management. Jordan M. Malof, Adam E. Gaweda |
| 2011 | Optimizing the quality of bootstrap-based prediction intervals. Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Dipti Srinivasan |
| 2011 | Out-of-sample eigenvectors in kernel spectral clustering. Carlos Alzate, Johan A. K. Suykens |
| 2011 | PAC learnability versus VC dimension: A footnote to a basic result of statistical learning. Vladimir Pestov |
| 2011 | PCA and Gaussian noise in MLP neural network training improve generalization in problems with small and unbalanced data sets. Icamaan B. Viegas da Silva, Paulo J. L. Adeodato |
| 2011 | PLANN-CR-ARD model predictions and Non-parametric estimates with Confidence Intervals. Corneliu T. C. Arsene, Paulo J. G. Lisboa |
| 2011 | Parallel Semiparametric Support Vector Machines. Roberto Díaz-Morales, Harold Y. Molina-Bulla, Ángel Navia-Vázquez |
| 2011 | Parallel genetic algorithms for optimization of Modular Neural Networks in pattern recognition. Fevrier Valdez, Patricia Melin, Herman Parra |
| 2011 | Parameter selection for smoothing splines using Stein's Unbiased Risk Estimator. Sepideh Seifzadeh, Mohammad Rostami, Ali Ghodsi, Fakhreddine Karray |
| 2011 | Parameterized online quasi-Newton training for high-nonlinearity function approximation using multilayer neural networks. Hiroshi Ninomiya |
| 2011 | Partitioning methods used in DBS treatments analysis results. Oana Geman, Cornel Turcu |
| 2011 | Pattern classifiers with adaptive distances. Telmo de Menezes e Silva Filho, Renata M. C. R. de Souza |
| 2011 | Percolation in memristive networks. Giovanni Egidio Pazienza, Robert Kozma, Jordi Albo-Canals |
| 2011 | Perfect recall from noisy input patterns with a dendritic lattice associative memory. Gerhard X. Ritter, Gonzalo Urcid |
| 2011 | Performance and features of Multi-Layer Perceptron with impulse glial network. Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio |
| 2011 | Perturbation theory for stochastic learning dynamics. Todd K. Leen, Robert Friel |
| 2011 | Phase change memory for synaptic plasticity application in neuromorphic systems. Manan Suri, Veronique Sousa, Luca Perniola, Dominique Vuillaume, Barbara De Salvo |
| 2011 | Phase diagrams of a variational Bayesian approach with ARD prior in NIRS-DOT. Atsushi Miyamoto, Kazuho Watanabe, Kazushi Ikeda, Masa-aki Sato |
| 2011 | Power wind mill fault detection via one-class ν-SVM vibration signal analysis. David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2011 | Prediction of electric power consumption for commercial buildings. Vladimir Cherkassky, Sohini Roy Chowdhury, Volker Landenberger, Saurabh Tewari, Paul Bursch |
| 2011 | Predictions tasks with words and sequences: Comparing a novel recurrent architecture with the Elman network. David Gil Méndez, José García Rodríguez, Miguel Cazorla, Magnus Johnsson |
| 2011 | Predictive neural fields for improved tracking and attentional properties. Jean-Charles Quinton, Bernard Girau |
| 2011 | Preliminary studies on parameter aided EKF-CRTRL equalizer training for fast fading channels. Pedro Henrique Gouvêa Coelho, Luiz Biondi Neto |
| 2011 | Probabilistic Self-Organizing Maps for multivariate sequences. Rakia Jaziri, Mustapha Lebbah, Nicoleta Rogovschi, Younès Bennani |
| 2011 | Problems of temporal granularity in robot control: Levels of adaptation and a necessity of self-confidence. Hiroaki Wagatsuma, Yousuke Tomonaga |
| 2011 | Prosody dependent Mandarin speech recognition. Chong-Jia Ni, Wenju Liu, Bo Xu |
| 2011 | Proving the efficacy of complementary inputs for multilayer neural networks. Timothy L. Andersen |
| 2011 | Pruning with replacement and automatic distance metric detection in limited general regression neural networks. Koichiro Yamauchi |
| 2011 | Pulse-Type Hardware Inhibitory Neural Networks for MEMS micro robot using CMOS technology. Ken Saito, Kazuto Okazaki, Kentaro Sakata, Tatsuya Ogiwara, Yoshifumi Sekine, Fumio Uchikoba |
| 2011 | Quest for efficient option pricing prediction model using machine learning techniques. B. V. Phani, B. Chandra, Vijay Raghav |
| 2011 | RANSAC algorithm with sequential probability ratio test for robust training of feed-forward neural networks. Moumen T. El-Melegy |
| 2011 | Radial basis function network for well log data inversion. Kou-Yuan Huang, Liang-Chi Shen, Li-Sheng Weng |
| 2011 | Random sampler M-estimator algorithm for robust function approximation via feed-forward neural networks. Moumen T. El-Melegy |
| 2011 | Real time vehicle speed prediction using a Neural Network Traffic Model. Jungme Park, Dai Li, Yi Lu Murphey, Johannes Kristinsson, Ryan McGee, Ming Kuang, Tony Phillips |
| 2011 | Real-time state estimation on micro-grids. Ying Hu, Anthony Kuh, Aleksandar Kavcic, Dora Nakafuji |
| 2011 | Realizing Video Time Decoding Machines with recurrent neural networks. Aurel A. Lazar, Yiyin Zhou |
| 2011 | Recognition model of cerebral cortex based on approximate belief revision algorithm. Yuuji Ichisugi |
| 2011 | Recognition of human physical activity based on a novel hierarchical weighted classification scheme. Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas |
| 2011 | Reconfigurable N-level memristor memory design. Cory E. Merkel, Nakul Nagpal, Sindhura Mandalapu, Dhireesha Kudithipudi |
| 2011 | Reference time in SpikeProp. Ioana Sporea, André Grüning |
| 2011 | Reinforcement active learning hierarchical loops. Goren Gordon, Ehud Ahissar |
| 2011 | Reinforcement learning and dimensionality reduction: A model in computational neuroscience. Nishal Shah, Frédéric Alexandre |
| 2011 | Relational reinforcement learning and recurrent neural network with state classification to solve joint attention. Renato R. da Silva, Roseli Aparecida Francelin Romero |
| 2011 | Representing and decoding rank order codes using polychronization in a network of spiking neurons. Francesco Galluppi, Steve B. Furber |
| 2011 | Residential energy system control and management using adaptive dynamic programming. Ting Huang, Derong Liu |
| 2011 | Retrospective learning of spatial invariants during object classification by embodied autonomous neural agents. Thomas P. Caudell, Cheir T. Burch, Mustafa Zengin, Nathan Gauntt, Michael J. Healy |
| 2011 | Review and unification of learning framework in Cog Ex Machina platform for memristive neuromorphic hardware. Anatoli Gorchetchnikov, Massimiliano Versace, Heather Ames, Ben Chandler, Jasmin Léveillé, Gennady Livitz, Ennio Mingolla, Greg Snider, Rick Amerson, Dick Carter, Hisham Abdalla, Muhammad Shakeel Qureshi |
| 2011 | Review of stability properties of neural plasticity rules for implementation on memristive neuromorphic hardware. Zlatko Vasilkoski, Heather Ames, Ben Chandler, Anatoli Gorchetchnikov, Jasmin Léveillé, Gennady Livitz, Ennio Mingolla, Massimiliano Versace |
| 2011 | Robot control with a fully tuned Growing Radial Basis Function neural network. Yi Luo, Yoo Hsiu Yeh, Abraham K. Ishihara |
| 2011 | Robust Jordan network for nonlinear time series prediction. Qing Song |
| 2011 | Robust locally linear embedding using penalty functions. Manda Winlaw, Leila Samimi-Dehkordi, Ali Ghodsi |
| 2011 | Robust model predictive control of nonlinear affine systems based on a two-layer recurrent neural network. Zheng Yan, Jun Wang |
| 2011 | Selecting syntactic attributes for authorship attribution. Paulo Varela, Edson J. R. Justino, Luiz S. Oliveira |
| 2011 | Selecting the hypothesis space for improving the generalization ability of Support Vector Machines. Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2011 | Selective adjustment of rotationally-asymmetric neuron σ-widths. Nathan Rose |
| 2011 | Self-Organizing Neural Population Coding for improving robotic visuomotor coordination. Tao Zhou, Piotr Dudek, Bertram E. Shi |
| 2011 | Self-reorganizing knowledge representation for autonomous learning in social agents. Matthew Conforth, Yan Meng |
| 2011 | Semantic knowledge inference from online news media using an LDA-NLP approach. Sarjoun Doumit, Ali A. Minai |
| 2011 | Semi-supervised feature extraction with local temporal regularization for EEG classification. Wenting Tu, Shiliang Sun |
| 2011 | Semi-supervised learning in nonstationary environments. Gregory Ditzler, Robi Polikar |
| 2011 | Semi-supervised monitoring of electric load time series for unusual patterns. Nikolaos Kourentzes, Sven F. Crone |
| 2011 | Short-term load forecasting for electrical regional of a distribution utility considering temperature. Ronaldo Ribeiro Barbosa de Aquino, Aida Araujo Ferreira, Milde M. S. Lira, Otoni Nóbrega Neto, Priscila S. Amorim, Carlos F. D. Diniz, Tatiana M. A. de Silveira |
| 2011 | Simulating Parkinson's disease patient deficits using a COVIS-based computational model. Sébastien Hélie, Erick J. Paul, F. Gregory Ashby |
| 2011 | Simulation of a memristor-based spiking neural network immune to device variations. Damien Querlioz, Olivier Bichler, Christian Gamrat |
| 2011 | Simulation of large neuronal networks with biophysically accurate models on graphics processors. Mingchao Wang, Boyuan Yan, Jingzhen Hu, Peng Li |
| 2011 | Simultaneous learning of several Bayesian and Mahalanobis discriminant functions by a neural network with additional nodes. Yoshifusa Ito, Hiroyuki Izumi, Cidambi Srinivasan |
| 2011 | Smart recognition and synthesis of emotional speech for embedded systems with natural user interfaces. Mario Malcangi |
| 2011 | Solving Traveling Salesman Problem by a hybrid combination of PSO and Extremal Optimization. Saeed Khakmardan, Hanieh Poostchi, M.-R. Akbarzadeh-T. |
| 2011 | Solving a real large scale mid-term scheduling for power plants via hybrid intelligent neural networks systems. Ronaldo Ribeiro Barbosa de Aquino, Otoni Nóbrega Neto, Milde M. S. Lira, Manoel A. Carvalho |
| 2011 | Some experimental results on sparsely connected autoassociative morphological memories for the reconstruction of color images corrupted by either impulsive or Gaussian noise. Marcos Eduardo Valle, Daniela Maria Grande Vicente |
| 2011 | Sparse Bayesian prediction of disordered residues and disordered regions based on amino-acid composition. Gavin C. Cawley, Steven Hayward, Gareth J. Janacek, Geoff R. Moore |
| 2011 | Sparse analog associative memory via L1-regularization and thresholding. Rakesh Chalasani, José C. Príncipe |
| 2011 | Sparse kernelized vector quantization with local dependencies. Frank-Michael Schleif |
| 2011 | Sparseness and a reduction from Totally Nonnegative Least Squares to SVM. Vamsi K. Potluru, Sergey M. Plis, Shuang Luan, Vince D. Calhoun, Thomas P. Hayes |
| 2011 | Spectral decomposition methods for the analysis of MRS information from human brain tumors. Sandra Ortega-Martorell, Alfredo Vellido, Paulo J. G. Lisboa, Margarida Julià-Sapé, Carles Arús |
| 2011 | Spiking neural networks based cortex like mechanism: A case study for facial expression recognition. Si-Yao Fu, Guosheng Yang, Zeng-Guang Hou |
| 2011 | Stability analysis of layered digital dynamic networks using dissipativity theory. Nam Hoai Nguyen, Martin Hagan |
| 2011 | Stochastic Artificial Neural Networks and random walks. Richard C. Windecker |
| 2011 | Stochastic analysis of smart home user activities. Muhammad Raisul Alam, Mamun Bin Ibne Reaz, Fazida Hanim Hashim, Mohd. Alauddin Mohd. Ali |
| 2011 | Structured clustering with automatic kernel adaptation. Weike Pan, James T. Kwok |
| 2011 | Study on gesture recognition system using posture classifier and Jordan recurrent neural network. Hiroomi Hikawa, Yusuke Araga |
| 2011 | Supervised Matrix Factorization with sparseness constraints and fast inference. Markus Thom, Roland Schweiger, Günther Palm |
| 2011 | Supervised learning in a single layer Dynamic Synapses Neural Network. Ali Yousefi, Alireza A. Dibazar, Theodore W. Berger |
| 2011 | Supervised link prediction in weighted networks. Hially Rodrigues de Sa, Ricardo Bastos Cavalcante Prudêncio |
| 2011 | Synapse maintenance in the Where-What Networks. Yuekai Wang, Xiaofeng Wu, Juyang Weng |
| 2011 | Synergistic organization of action: A computational model. Kiran V. Byadarhaly, Mithun Perdoor, Ali A. Minai |
| 2011 | Tangent space guided intelligent neighbor finding. Michael Gashler, Tony R. Martinez |
| 2011 | Temporal and rate decoding in spiking neurons with dendrites. Olivier F. Manette |
| 2011 | Temporal nonlinear dimensionality reduction. Michael Gashler, Tony R. Martinez |
| 2011 | Text to phoneme alignment and mapping for speech technology: A neural networks approach. John A. Bullinaria |
| 2011 | The 2011 International Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, USA, July 31 - August 5, 2011 |
| 2011 | The German Traffic Sign Recognition Benchmark: A multi-class classification competition. Johannes Stallkamp, Marc Schlipsing, Jan Salmen, Christian Igel |
| 2011 | The application of Evolutionary Neural Network for bat echolocation calls recognition. Golrokh Mirzaei, Mohammad Wadood Majid, Mohsin M. Jamali, Jeremy Ross, Joseph P. Frizado, Peter V. Gorsevski, Verner P. Bingman |
| 2011 | The effects of feedback and lateral connections on perceptual processing: A study using oscillatory networks. A. Ravishankar Rao, Guillermo A. Cecchi |
| 2011 | The effects of neuromodulation on human-robot interaction in games of conflict and cooperation. Derrik E. Asher, Andrew Zaldivar, Brian Barton, Alyssa A. Brewer, Jeffrey L. Krichmar |
| 2011 | The impact of preprocessing on forecasting electrical load: An empirical evaluation of segmenting time series into subseries. Sven F. Crone, Nikolaos Kourentzes |
| 2011 | The pitfalls of doing the right thing for the wrong reason. Daniel S. Levine |
| 2011 | The role of orientation diversity in binocular vergence control. Chao Qu, Bertram E. Shi |
| 2011 | The schizophrenic brain: A broken hermeneutic circle. Some new insights and results. Péter Érdi, Mihály Bányai, Vaibhav A. Diwadkar, Balázs Ujfalussy |
| 2011 | The temporality of consciousness: Computational principles of a single information integration-propagation process (I2P2). Jean-Christophe Sarrazin, Vanessa González, Bruno Berberian, Arnaud Tonnelier |
| 2011 | Three theorems: Brain-like networks logically reason and optimally generalize. Juyang Weng |
| 2011 | Topic model with constrainted word burstiness intensities. Shaoze Lei, Jianwen Zhang, Shifeng Weng, Changshui Zhang |
| 2011 | Toward constructive methods for sigmoidal neural networks - function approximation in engineering mechanics applications. Jin-Song Pei, Joseph P. Wright, Sami F. Masri, Eric C. Mai, Andrew W. Smyth |
| 2011 | Towards a generalization of decompositional approach of rule extraction from multilayer artificial neural network. Norbert Tsopzé, Engelbert Mephu Nguifo, Gilbert Tindo |
| 2011 | Towards the grounding of abstract words: A Neural Network model for cognitive robots. Francesca Stramandinoli, Angelo Cangelosi, Davide Marocco |
| 2011 | Traffic flow breakdown prediction using feature reduction through Rough-Neuro Fuzzy Networks. Carlos Affonso, Renato José Sassi, Ricardo P. Ferreira |
| 2011 | Traffic sign classification using K-d trees and Random Forests. Fatin Zaklouta, Bogdan Stanciulescu, Omar Hamdoun |
| 2011 | Traffic sign recognition with multi-scale Convolutional Networks. Pierre Sermanet, Yann LeCun |
| 2011 | Training a network of mobile neurons. Bruno Apolloni, Simone Bassis, Lorenzo Valerio |
| 2011 | Triply fuzzy function approximation for Bayesian inference. Osonde Osoba, Sanya Mitaim, Bart Kosko |
| 2011 | Turning Bayesian model averaging into Bayesian model combination. Kristine Monteith, James L. Carroll, Kevin D. Seppi, Tony R. Martinez |
| 2011 | Two-phase GA parameter tunning method of CPGs for quadruped gaits. Jose Hugo Barron-Zambrano, César Torres-Huitzil |
| 2011 | Uncertainty sampling methods for selecting datasets in active meta-learning. Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, Teresa Bernarda Ludermir |
| 2011 | Unified perception-prediction model for context aware text recognition on a heterogeneous many-core platform. Qinru Qiu, Qing Wu, Richard W. Linderman |
| 2011 | Unsupervised and transfer learning challenge. Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, David W. Aha |
| 2011 | Unsupervised feature selection and category formation for mobile robot vision. Hirokazu Madokoro, Masahiro Tsukada, Kazuhito Sato |
| 2011 | Unsupervised features extraction from asynchronous silicon retina through Spike-Timing-Dependent Plasticity. Olivier Bichler, Damien Querlioz, Simon J. Thorpe, Jean-Philippe Bourgoin, Christian Gamrat |
| 2011 | Using 3D GNG-based reconstruction for 6DoF egomotion. Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson |
| 2011 | Utilizing Hubel Wiesel models for semantic associations and topics extraction from unstructured text. Sandeep Tiwari, Kiruthika Ramanathan |
| 2011 | Variations to incremental growing neural gas algorithm based on label maximization. Jean-Charles Lamirel, Raghvendra Mall, Pascal Cuxac, Ghada Safi |
| 2011 | Versatile neural network method for recovering shape from shading by model inclusive learning. Yasuaki Kuroe, Hajimu Kawakami |
| 2011 | Visual attention using spiking neural maps. Roberto Antonio Vázquez, Bernard Girau, Jean-Charles Quinton |
| 2011 | Visualisation of network forensics traffic data with a self-organising map for qualitative features. Esteban J. Palomo, John North, David A. Elizondo, Rafael Marcos Luque, Tim Watson |
| 2011 | Visually-guided adaptive robot (ViGuAR). Gennady Livitz, Heather Ames, Ben Chandler, Anatoli Gorchetchnikov, Jasmin Léveillé, Zlatko Vasilkoski, Massimiliano Versace, Ennio Mingolla, Greg Snider, Rick Amerson, Dick Carter, Hisham Abdalla, Muhammad Shakeel Qureshi |
| 2011 | Water quantity prediction based on particle swarm optimization and evolutionary algorithm using recurrent neural networks. Nian Zhang, Shuhua Lai |
| 2011 | Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms. Eftim Zdravevski, Petre Lameski, Andrea Kulakov |
| 2011 | Where-What Network 5: Dealing with scales for objects in complex backgrounds. Xiaoying Song, Wenqiang Zhang, Juyang Weng |
| 2011 | Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions. Yili Xia, Scott C. Douglas, Danilo P. Mandic |
| 2011 | Wiener systems for reconstruction of missing seismic traces. Gonzalo Safont, Addisson Salazar, Luis Vergara, Raul Llinares, Jorge Igual |
| 2011 | Yearly and seasonal models for electricity load forecasting. Irena Koprinska, Mashud Rana, Vassilios G. Agelidis |