| 2013 | 3D gesture recognition with growing neural gas. Jose Antonio Serra-Perez, José García Rodríguez, Sergio Orts-Escolano, Juan Manuel García Chamizo, Javier Montoyo-Bojo, Anastassia Angelopoulou, Alexandra Psarrou, Markos Mentzelopoulos, Andrew Lewis |
| 2013 | A CMOS neuromorphic approach to emulate neuro-astrocyte interactions. Yilda Irizarry-Valle, Alice Cline Parker, Jonathan Joshi |
| 2013 | A Neural Network model of the impact of political instability on tourism. Christo Panchev, Antonis L. Theocharous |
| 2013 | A basis coupled evolving spiking neural network with afferent input neurons. Shirin Dora, Ramaswamy Savitha, Suresh Sundaram |
| 2013 | A biologically inspired recurrent neural network for sound source recognition incorporating auditory attention. Michiel Boes, Damiano Oldoni, Bert De Coensel, Dick Botteldooren |
| 2013 | A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification. Juan R. Castro, Oscar Castillo |
| 2013 | A comparative analysis of dissimilarity measures for clustering categorical data. João Carlos Xavier Jr., Anne M. P. Canuto, Noriedson D. Almeida, Luiz Marcos Garcia Gonçalves |
| 2013 | A comparative study on forecasting polyester chips prices for 15 days, using different hybrid intelligent systems. Mojtaba Sedigh Fazli, Jean-Fabrice Lebraty |
| 2013 | A computational model for motor learning in insects. Paolo Arena, Sergio Caccamo, Luca Patané, Roland Strauss |
| 2013 | A computational model of perirhinal cortex: Gating and repair of input to the hippocampus. Adam W. Lester, Michael D. Howard, Jean-Marc Fellous, Rajan Bhattacharyya |
| 2013 | A computational model of selecting visual attention based on bottom-up and top-down feature combination. Wenyong Chen, Furao Shen, Jinxi Zhao |
| 2013 | A computationally efficient associative memory model of hippocampus CA3 by spiking neurons. Chin Hiong Tan, Huajin Tang, Eng Yeow Cheu, Jun Hu |
| 2013 | A dissimilarity-based classifier for generalized sequences by a granular computing approach. Antonello Rizzi, Francesca Possemato, Lorenzo Livi, Azzurra Sebastiani, Alessandro Giuliani, Fabio Massimo Frattale Mascioli |
| 2013 | A dynamical model for community detection in complex networks. Marcos G. Quiles, Ezequiel R. Zorzal, Elbert E. N. Macau |
| 2013 | A fast analogue K-winners-take-all neural circuit. Pavlo V. Tymoshchuk |
| 2013 | A fast proximal method for convolutional sparse coding. Rakesh Chalasani, José C. Príncipe, Naveen Ramakrishnan |
| 2013 | A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments. M. Dolores Pérez-Godoy, Antonio J. Rivera, María José del Jesus, Francisco Martínez |
| 2013 | A framework for content-based retrieval of EEG with applications to neuroscience and beyond. Kyungmin Su, Kay A. Robbins |
| 2013 | A fuzzy technique to control congestion in WSN. Sara Ghanavati, Jemal H. Abawajy, Davood Izadi |
| 2013 | A general aggregate model for improving multi-class brain-computer interface systems' performance. Tuan Hoang, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | A guided autowave PCNN for improved real time path planning. Syed Usman Ahmed, Usman Ali Malik, Mazhar Iqbal, Faraz Kunwar |
| 2013 | A hierarchical method for traffic sign classification with support vector machines. Gangyi Wang, Guanghui Ren, Zhilu Wu, Yaqin Zhao, Lihui Jiang |
| 2013 | A hierarchical model of synergistic motor control. Kiran V. Byadarhaly, Ali A. Minai |
| 2013 | A hierarchical organized memory model using spiking neurons. Jun Hu, Huajin Tang, Kay Chen Tan |
| 2013 | A highly accurate, optical flow-based algorithm for nonlinear spatial normalization of diffusion tensor images. Ying Wen, Bradley S. Peterson, Dongrong Xu |
| 2013 | A hybrid forecasting approach using ARIMA models and self-organising fuzzy neural networks for capital markets. Scott McDonald, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li |
| 2013 | A hybrid optimization method for acceleration of building linear classification models. Junchao Lv, Qiang Wang, Joshua Zhexue Huang |
| 2013 | A local mixture based SVM for an efficient supervised binary classification. Yara Rizk, Nicholas Mitri, Mariette Awad |
| 2013 | A location-independent direct link neuromorphic interface. Alexander D. Rast, Johannes Partzsch, Christian Mayr, Johannes Schemmel, Stefan Hartmann, Luis A. Plana, Steve Temple, David R. Lester, René Schüffny, Steve B. Furber |
| 2013 | A management framework for device-free localization. Hüseyin Yigitler, Ossi Kaltiokallio, Riku Jäntti |
| 2013 | A modified error-correction learning rule for multilayer neural network with multi-valued neurons. Igor N. Aizenberg |
| 2013 | A multi-resolution-concentration based feature construction approach for spam filtering. Guyue Mi, Pengtao Zhang, Ying Tan |
| 2013 | A neural network based algorithm for gene expression prediction from chromatin structure. Marco Frasca, Giulio Pavesi |
| 2013 | A neurocomputing model for ganglion cell's color opponency mechanism and its application in image analysis. Hui Wei, Heng Wu |
| 2013 | A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm. Yoichi Hayashi, Ryusuke Sato, Sushmita Mitra |
| 2013 | A new bi-clustering approach using topological maps. Amine Chaibi, Mustapha Lebbah, Hanane Azzag |
| 2013 | A new fast learning algorithm with promising global convergence capability for feed-forward neural networks. Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui, Sean Shensheng Xu |
| 2013 | A new hybrid swarm optimization algorithm for power system vulnerability analysis and sensor network deployment. Haopeng Zhang, Qing Hui |
| 2013 | A new spiking neuron model. B. Chandra, Kuppili Venkata Naresh Babu |
| 2013 | A novel cost sensitive neural network ensemble for multiclass imbalance data learning. Peng Cao, Bo Li, Dazhe Zhao, Osmar R. Zaïane |
| 2013 | A novel method for training and classification of ballistic and quasi-ballistic missiles in real-time. Upendra Kumar Singh, Vineet Padmanabhan, Arun Agarwal |
| 2013 | A novel reservoir network of asynchronous cellular automaton based neurons for MIMO neural system reproduction. Takashi Matsubara, Hiroyuki Torikai |
| 2013 | A parameter-free kernel design based on cumulative distribution function for correntropy. Jongmin Lee, Pingping Zhu, José C. Príncipe |
| 2013 | A perception evolution network for unsupervised fast incremental learning. Youlu Xing, Furao Shen, Jinxi Zhao |
| 2013 | A pixel-level, intensity-based nonlinear autoregressive classifier (NARX) with chromatic exogenous input for efficient image background subtraction. Syed A. Yusuf, David J. Brown, Alan Mackinnon, Richard Papanicolaou |
| 2013 | A prior-free encode-decode change detection test to inspect datastreams for concept drift. Cesare Alippi, Li Bu, Dongbin Zhao |
| 2013 | A procedure for training recurrent networks. Manh Cong Phan, Mark H. Beale, Martin T. Hagan |
| 2013 | A quasi-linear SVM combined with assembled SMOTE for imbalanced data classification. Bo Zhou, Cheng Yang, Haixiang Guo, Jinglu Hu |
| 2013 | A robot on-line area coverage approach based on the probabilistic Lloyd method. Murillo Rehder Batista, Rodrigo Calvo, Roseli A. Francelin Romero |
| 2013 | A robust incremental principal component analysis for feature extraction from stream data with missing values. Daijiro Aoki, Toshiaki Omori, Seiichi Ozawa |
| 2013 | A robust, coarse-to-fine traffic sign detection method. Gangyi Wang, Guanghui Ren, Zhilu Wu, Yaqin Zhao, Lihui Jiang |
| 2013 | A root location training method for polynomial cellular neural networks that implements totalistic cellular automata. Antonio Arista-Jalife, Eduardo Gómez-Ramírez |
| 2013 | A scalable and dynamic self-organizing map for clustering large volumes of text data. Sumith Matharage, Hiran Ganegedara, Damminda Alahakoon |
| 2013 | A semi-parametric approach for football video annotation. Markos Mentzelopoulos, Alexandra Psarrou, Anastassia Angelopoulou, José García Rodríguez |
| 2013 | A shape descriptor based on symbolic data analysis. Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Ana Lucia B. Candeias |
| 2013 | A soft label based linear discriminant analysis for semi-supervised dimensionality reduction. Ming-Bo Zhao, Zhao Zhang |
| 2013 | A spatial selective visual attention pattern recognition method based on joint short SSVEP. Songyun Xie, Fangshi Zhu, Klaus Obermayer, Petra Ritter, Linan Wang |
| 2013 | A spiking network for body size learning inspired by the fruit fly. Paolo Arena, Giuseppe Di Mauro, Tammo Krause, Luca Patané, Roland Strauss |
| 2013 | A spiking network for spatial memory formation: Towards a fly-inspired ellipsoid body model. Paolo Arena, Salvatore Maceo, Luca Patané, Roland Strauss |
| 2013 | A spiking neural network for illuminant-invariant colour discrimination. Sivalogeswaran Ratnasingam, Antonio Robles-Kelly |
| 2013 | A spiking thalamus model for form and motion processing of images. Suhas E. Chelian, Narayan Srinivasa |
| 2013 | A study of transformation-invariances of deep belief networks. Zheng Shou, Yuhao Zhang, Hengjin Cai |
| 2013 | A study on visual attention modeling - A linear regression method based on EEG. Qunxi Dong, Bin Hu, Jianyuan Zhang, Xiaowei Li, Martyn Ratcliffe |
| 2013 | A support vector machine classifier from a bit-constrained, sparse and localized hypothesis space. Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2013 | A telecommunications call volume forecasting system based on a recurrent fuzzy neural network. Paris A. Mastorocostas, Constantinos S. Hilas, Dimitris N. Varsamis, Stergiani C. Dova |
| 2013 | A topographical nonnegative matrix factorization algorithm. Nicoleta Rogovschi, Lazhar Labiod, Mohamed Nadif |
| 2013 | A traffic sign detection pipeline based on interest region extraction. Samuele Salti, Alioscia Petrelli, Federico Tombari, Nicola Fioraio, Luigi Di Stefano |
| 2013 | A two-step convolutional neural network approach for semantic role labeling. Erick Rocha Fonseca, João Luís Garcia Rosa |
| 2013 | About analysis and robust classification of searchlight fMRI-data using machine learning classifiers. Mandy Lange, Marika Kästner, Thomas Villmann |
| 2013 | Achieving CO2 emission targets for energy consumption at Canadian manufacturing and beyond; using hybrid optimization model. Arash Marzi, Elham Marzi, Hosein Marzi |
| 2013 | Acquiring visual servoing reaching and grasping skills using neural reinforcement learning. Thomas Lampe, Martin A. Riedmiller |
| 2013 | Active learning in nonstationary environments. Robert Capo, Karl B. Dyer, Robi Polikar |
| 2013 | Active learning in the real-world design and analysis of the Nomao challenge. Laurent Candillier, Vincent Lemaire |
| 2013 | Active learning of causal Bayesian networks using ontologies: A case study. Montassar Ben Messaoud, Philippe Leray, Nahla Ben Amor |
| 2013 | Active selection of training instances for a random forest meta-learner. Arthur F. M. Sousa, Ricardo B. C. Prudêncio, Carlos Soares, Teresa Bernarda Ludermir |
| 2013 | Active semi-supervised learning using particle competition and cooperation in networks. Fabricio A. Breve |
| 2013 | Active testing for SVM parameter selection. Péricles B. C. Miranda, Ricardo B. C. Prudêncio |
| 2013 | Adaptive control of discrete-time nonlinear systems by recurrent neural networks in a Quasi Sliding mode regime. Iván Salgado, Oscar Camacho Nieto, Isaac Chairez, Cornelio Yáñez |
| 2013 | Adaptive controller for PMSG wind turbine systems with back-to-back PWM converters. Omar Aguilar, Rubén Tapia-Olvera, Juan M. Ramirez, Antonio Valderrabano |
| 2013 | Adaptive learning in motion analysis with self-organising maps. Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou, Gaurav Gupta, Markos Mentzelopoulos |
| 2013 | Adaptive linear learning for on-line harmonic identification: An overview with study cases. Patrice Wira, Thien Minh Nguyen |
| 2013 | Adaptive problem decomposition in cooperative coevolution of recurrent networks for time series prediction. Rohitash Chandra |
| 2013 | Aircraft sensor estimation for fault tolerant flight control system using fully connected cascade neural network. Saed Hussain, Maizura Mokhtar, Joe M. Howe |
| 2013 | Alignment-based transfer learning for robot models. Botond Bocsi, Lehel Csató, Jan Peters |
| 2013 | An SVM-based approach for stock market trend prediction. Yuling Lin, Haixiang Guo, Jinglu Hu |
| 2013 | An application of quantum-inspired particle swarm optimization to function optimization problems. Koichiro Tazuke, Noriyuki Muramoto, Nobuyuki Matsui, Teijiro Isokawa |
| 2013 | An importance weighted projection method for incremental learning under unstationary environments. Koichiro Yamauchi |
| 2013 | An incremental learning face recognition system for single sample per person. Tao Zhu, Furao Shen, Jinxi Zhao |
| 2013 | An incremental self-organizing neural network based on enhanced competitive Hebbian learning. Hao Liu, Masahito Kurihara, Satoshi Oyama, Haruhiko Sato |
| 2013 | An interval nonparametric regression method. Roberta A. de A. Fagundes, Ricardo J. A. Queiroz Filho, Renata M. C. R. de Souza, Francisco José de A. Cysneiros |
| 2013 | Analog system modeling based on a double modified complex valued neural network. Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli |
| 2013 | Analogical mapping and inference with binary spatter codes and sparse distributed memory. Blerim Emruli, Ross W. Gayler, Fredrik Sandin |
| 2013 | Analysis of a Gaussian process and feed-forward neural networks based filter for forecasting short rainfall time series. Cristian Rodrìguez Rivero, Julián A. Pucheta, Hector D. Patiño, Josef Baumgartner, Sergio Laboret, Vìctor Sauchelli |
| 2013 | Analysis of various transient phenomena and co-existing periodic spike-trains in simple digital spike maps. Narutoshi Horimoto, Toshimichi Saito |
| 2013 | Analysis on extended kernel recursive least squares algorithm. Pingping Zhu, José C. Príncipe |
| 2013 | Application of dynamic neural networks with exogenous input to industrial conditional monitoring. Syed A. Yusuf, David J. Brown, Alan Mackinnon, Richard Papanicolaou |
| 2013 | Application of string kernel based support vector machine for malware packer identification. Tao Ban, Ryoichi Isawa, Shanqing Guo, Daisuke Inoue, Koji Nakao |
| 2013 | Application of the visuo-oculomotor transformation to ballistic and visually-guided eye movements. Marco Antonelli, Angel Juan Duran, Angel P. del Pobil |
| 2013 | Approximate dynamic programming solutions of multi-agent graphical games using actor-critic network structures. Mohammed I. Abouheaf, Frank L. Lewis |
| 2013 | Artificial immune system for attribute weighted Naive Bayes classification. Jia Wu, Zhihua Cai, Sanyou Zeng, Xingquan Zhu |
| 2013 | Artificial neural networks for predicting 3D protein shapes from amino acid sequences. Herna L. Viktor, Eric Paquet, Jing Zhao |
| 2013 | Artificial neural networks for spatial perception: Towards visual object localisation in humanoid robots. Jürgen Leitner, Simon Harding, Mikhail Frank, Alexander Förster, Jürgen Schmidhuber |
| 2013 | Assistance of knee movements using an actuated orthosis through subject's intention based on MLPNN approximators. Saber Mefoued |
| 2013 | Audio-visual fuzzy fusion for robust speech recognition. Mario Malcangi, Karim Ouazzane, Premit Patel |
| 2013 | Authenticated key exchange protocol using neural cryptography with secret boundaries. Ahmed M. Allam, Hazem M. Abbas, M. Watheq El-Kharashi |
| 2013 | Autism spectrum disorder detection using projection based learning meta-cognitive RBF network. Vigneshwaran Senthilvel, B. S. Mahanand, Suresh Sundaram, Ramaswamy Savitha |
| 2013 | Automatic text categorization by a Granular Computing approach: Facing unbalanced data sets. Francesca Possemato, Antonello Rizzi |
| 2013 | Autonomous reinforcement learning with hierarchical REPS. Christian Daniel, Gerhard Neumann, Jan Peters |
| 2013 | Autonomous reinforcement of behavioral sequences in neural dynamics. Sohrob Kazerounian, Matthew D. Luciw, Mathis Richter, Yulia Sandamirskaya |
| 2013 | Backpropagation learning method with interval type-2 fuzzy weights in neural networks. Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo |
| 2013 | Batch self-organizing maps for mixed feature-type symbolic data. Francisco de A. T. de Carvalho, Gibson B. N. Barbosa |
| 2013 | Behavioral economics and neuroeconomics: Cooperation, competition, preference, and decision making. Stephen Grossberg |
| 2013 | Bifurcation phenomena of simple pulse-coupled spiking neuron models with filtered base signal. Shota Kirikawa, Toshimichi Saito |
| 2013 | Bio-inspired orientation analysis for seismic image. Yingwei Yu, Cliff Kelley, Irina Mardanova |
| 2013 | Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication. Sheng Y. Lundquist, Dylan M. Paiton, Brennan M. Nowers, Peter F. Schultz, Steven P. Brumby, Anders M. Jorgensen, Garrett T. Kenyon |
| 2013 | Biologically inspired intensity and range image feature extraction. Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Marine Clogenson |
| 2013 | Biologically plausible feature selection through relative correlation. Patrick C. Connor, Thomas Trappenberg |
| 2013 | Biologically plausible models of homeostasis and STDP: Stability and learning in spiking neural networks. Kristofor D. Carlson, Micah Richert, Nikil D. Dutt, Jeffrey L. Krichmar |
| 2013 | Brain-inspired self-organizing model for incremental learning. Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon |
| 2013 | Bubbles in the robot. Thomas Trappenberg |
| 2013 | CRNN: Integrating classification rules into neural network. Wei Li, Longbing Cao, Dazhe Zhao, Xia Cui, Jinzhu Yang |
| 2013 | Can N-dimensional convolutional neural networks distinguish men and women better than humans do? Iveta Mrázová, Josef Pihera, Jana Velemínská |
| 2013 | Capacity limits in oscillatory networks: Implications for sensory coding. A. Ravishankar Rao, Guillermo A. Cecchi |
| 2013 | Cellular neural network based situational awareness system for power grids. Karthikeyan Balasubramaniam, Ganesh Kumar Venayagamoorthy, Neville Watson |
| 2013 | Chaotic complex-valued multidirectional associative memory with adaptive scaling factor. Takuya Chino, Yuko Osana |
| 2013 | Characterization measures of ensemble systems using a meta-learning approach. Regina R. Parente, Anne M. P. Canuto, João Carlos Xavier Jr. |
| 2013 | Chunk incremental IDR/QR LDA learning. Yiming Peng, Shaoning Pang, Gang Chen, Abdolhossein Sarrafzadeh, Tao Ban, Daisuke Inoue |
| 2013 | Classificability-regulated self-organizing map using restricted RBF. Pitoyo Hartono, Thomas Trappenberg |
| 2013 | Classification of marine organisms in underwater images using CQ-HMAX biologically inspired color approach. Sepehr Jalali, Paul J. Seekings, Cheston Tan, Hazel Z. W. Tan, Joo-Hwee Lim, Elizabeth A. Taylor |
| 2013 | Classifier comparison for MSER-based text classification in scene images. Khalid Iqbal, Xu-Cheng Yin, Xuwang Yin, Hazrat Ali, Hong-Wei Hao |
| 2013 | Closed-form projection operator wavelet kernels in support vector learning for nonlinear dynamical systems identification. Zhao Lu, Wen Yan |
| 2013 | Cluster oriented ensemble classifiers using multi-objective evolutionary algorithm. Ashfaqur Rahman, Brijesh K. Verma |
| 2013 | Clustering iOS executable using self-organizing maps. Fang Yu, Shin-Ying Huang, Li-ching Chiou, Rua-Huan Tsaih |
| 2013 | Clustering the self-organizing map through the identification of core neuron regions. Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa |
| 2013 | Cognitive clustering algorithm for efficient cybersecurity applications. Robert Kozma, João Luís Garcia Rosa, Denis Renato de Moraes Piazentin |
| 2013 | Cognitive computation: A case study in cognitive control of autonomous systems and some future directions. Amir Hussain |
| 2013 | Cognitive computing building block: A versatile and efficient digital neuron model for neurosynaptic cores. Andrew S. Cassidy, Paul Merolla, John V. Arthur, Steven K. Esser, Bryan L. Jackson, Rodrigo Alvarez-Icaza, Pallab Datta, Jun Sawada, Theodore M. Wong, Vitaly Feldman, Arnon Amir, Daniel Ben Dayan Rubin, Filipp Akopyan, Emmett McQuinn, William P. Risk, Dharmendra S. Modha |
| 2013 | Cognitive computing programming paradigm: A Corelet Language for composing networks of neurosynaptic cores. Arnon Amir, Pallab Datta, William P. Risk, Andrew S. Cassidy, Jeffrey A. Kusnitz, Steven K. Esser, Alexander Andreopoulos, Theodore M. Wong, Myron Flickner, Rodrigo Alvarez-Icaza, Emmett McQuinn, Ben Shaw, Norm Pass, Dharmendra S. Modha |
| 2013 | Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores. Steven K. Esser, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Davis Barch, Arnon Amir, John V. Arthur, Andrew Cassidy, Myron Flickner, Paul Merolla, Shyamal Chandra, Nicola Basilico, Stefano Carpin, Tom Zimmerman, Frank Zee, Rodrigo Alvarez-Icaza, Jeffrey A. Kusnitz, Theodore M. Wong, William P. Risk, Emmett McQuinn, Tapan K. Nayak, Raghavendra Singh, Dharmendra S. Modha |
| 2013 | Cognitive models of the perception-action cycle: A view from the brain. Vassilis Cutsuridis |
| 2013 | Collaborative multi-view clustering. Mohamad Ghassany, Nistor Grozavu, Younès Bennani |
| 2013 | ColorPCA: Color principal feature extraction technique for color image reconstruction and recognition. Zhao Zhang, Ming-Bo Zhao, Bing Li, Peng Tang |
| 2013 | Combining pattern sequence similarity with neural networks for forecasting electricity demand time series. Irena Koprinska, Mashud Rana, Alicia Troncoso Lora, Francisco Martínez-Álvarez |
| 2013 | Complex-valued bidirectional auto-associative memory. Yozo Suzuki, Masaki Kobayashi |
| 2013 | Computer-aided music composition with LSTM neural network and chaotic inspiration. Andres E. Coca, Débora C. Corrêa, Liang Zhao |
| 2013 | Concept drift detection for online class imbalance learning. Shuo Wang, Leandro L. Minku, Davide Ghezzi, Daniele Caltabiano, Peter Tiño, Xin Yao |
| 2013 | Constructing mobile-oriented catalog in m-commerce using LDA-based self-adaptive genetic algorithm. Hung-Min Hsu, Ray-I Chang, Jan-Ming Ho |
| 2013 | Continuous neural identifier for uncertain nonlinear systems with time delays in the input signal. Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez |
| 2013 | Contradiction resolution with explicit and limited evaluation and its application to SOM. Ryotaro Kamimura |
| 2013 | Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality. Aurele Balavoine, Christopher J. Rozell, Justin K. Romberg |
| 2013 | Correctness and performance of the SpiNNaker architecture. Thomas Sharp, Steve B. Furber |
| 2013 | Coupled market behavior based financial crisis detection. Wei Cao, Longbing Cao, Yin Song |
| 2013 | Coupled term-term relation analysis for document clustering. Xin Cheng, Duoqian Miao, Can Wang, Longbing Cao |
| 2013 | Creation of spiking neuron models applied in pattern recognition problems. Josafath Israel Espinosa Ramos, Nareli Cruz-Cortés, Roberto Antonio Vázquez |
| 2013 | Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples. Devon K. Barrow, Sven F. Crone |
| 2013 | DPLL based hardware SOM with a new winner-take-all circuit. Hiroomi Hikawa |
| 2013 | Dam seepage analysis based on artificial neural networks: The hysteresis phenomenon. David Santillán Sánchez, Jesús Fraile-Ardanuy, Miguel Ángel Toledo Municio |
| 2013 | Dealing with highly imbalanced textual data gathered into similar classes. Jean-Charles Lamirel |
| 2013 | Deep searching for parameter estimation of the linear time invariant (LTI) system by using Quasi-ARX neural network. Mohammad Abu Jami'in, Imam Sutrisno, Jinglu Hu |
| 2013 | Design study of efficient digital order-based STDP neuron implementations for extracting temporal features. David Roclin, Olivier Bichler, Christian Gamrat, Simon J. Thorpe, Jacques-Olivier Klein |
| 2013 | Designing multi-objective multi-armed bandits algorithms: A study. Madalina M. Drugan, Ann Nowé |
| 2013 | Designing partially-connected, multilayer perceptron neural nets through information gain. Dalia Rodríguez-Salas, Pilar Gómez-Gil, J. Arturo Olvera-López |
| 2013 | Detecting and labeling representative nodes for network-based semi-supervised learning. Bilzã Araújo, Liang Zhao |
| 2013 | Detection and diagnosis of broken rotor bars and eccentricity faults in induction motors using the Fuzzy Min-Max neural network. Harapajan Singh, Manjeevan Seera, Mohd Zaki Abdullah |
| 2013 | Detection and identification of seismic P-Waves using Artificial Neural Networks. Komalpreet Kaur, Manish Wadhwa, E. K. Park |
| 2013 | Detection of spatiotemporal phase patterns in ECoG using adaptive mixture models. Roman Ilin, Robert Kozma |
| 2013 | Detection of traffic signs in real-world images: The German traffic sign detection benchmark. Sebastian Houben, Johannes Stallkamp, Jan Salmen, Marc Schlipsing, Christian Igel |
| 2013 | Development of an efficient parameter estimation method for the inference of Vohradský's neural network models of genetic networks. Shuhei Kimura, Masanao Sato, Mariko Okada-Hatakeyama |
| 2013 | Diffusion least-mean squares over adaptive networks with dynamic topologies. Bilal Fadlallah, José C. Príncipe |
| 2013 | Discrete time neural control of a nonholonomic mobile robot integrating stereo vision feedback. Michel López-Franco, Edgar N. Sánchez, Alma Y. Alanis, Carlos López-Franco |
| 2013 | Discriminative k-means clustering. Ognjen Arandjelovic |
| 2013 | Dissimilarity space embedding of labeled graphs by a clustering-based compression procedure. Lorenzo Livi, Filippo Maria Bianchi, Antonello Rizzi, Alireza Sadeghian |
| 2013 | Diversity in task decomposition: A strategy for combining mixtures of experts. Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren |
| 2013 | Domain adaptation for cross-lingual query classification using search query logs and document classification. Mohamed Farouk Abdel Hady, Rania Ibrahim, Ahmed Ashour |
| 2013 | Dual-process architecture for reasoning in design innovation problems. Alex Doboli, Simona Doboli |
| 2013 | Dynamic learning algorithm of multi-layer perceptrons for letter recognition. Qin Feng, Daqi Gao |
| 2013 | Dynamic sample size selection based quasi-Newton training for highly nonlinear function approximation using multilayer neural networks. Hiroshi Ninomiya |
| 2013 | Dynamics of Hodgkin and Huxley model with conductance based synaptic input. Priyanka Bajaj, Akhil Ranjan Garg |
| 2013 | Dysfunctional neural activity and connection patterns in attention deficit hyperactivity disorder: A resting state fMRI study. Wei Wang, Bin Hu, Zhijun Yao, Mike Jackson, Ruiyue Liu, Chuanjiang Liang |
| 2013 | Déjà Vu object localization using IRF neural networks properties. Philippe Smagghe, Jean-Luc Buessler, Jean-Philippe Urban |
| 2013 | Early diagnosis of heart disease using classification and regression trees. Amir Mohammad Amiri, Giuliano Armano |
| 2013 | Effective utilization of data in inductive conformal prediction using ensembles of neural networks. Tuve Löfström, Ulf Johansson, Henrik Boström |
| 2013 | Electrical load forecasting using fast learning recurrent neural networks. Gul Muhammad Khan, Atif Rashid Khattak, Faheem Zafari, Sahibzada Ali Mahmud |
| 2013 | Empirical modeling of vehicle fuel economy based on historical data. D. Slavin, M. A. Abou-nasr, Dimitar P. Filev, Ilya V. Kolmanovsky |
| 2013 | Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. Chris Yakopcic, Tarek M. Taha |
| 2013 | Ensemble of heterogeneous classifiers applied to lithofacies classification using logs from different wells. Joacir Marques de Oliveira, Eulanda Miranda dos Santos, José Reginaldo Hughes Carvalho, Leyne Abuim de Vasconcelos Marques |
| 2013 | Epidemiological dynamics modeling by fusion of soft computing techniques. Thanh Nguyen, Abbas Khosravi, Douglas C. Creighton, Saeid Nahavandi |
| 2013 | Evolutionary extreme learning machine based on particle swarm optimization and clustering strategies. Luciano D. S. Pacífico, Teresa Bernarda Ludermir |
| 2013 | Evolving flexible beta basis function neural tree for nonlinear systems. Souhir Bouaziz, Adel M. Alimi, Ajith Abraham |
| 2013 | Exogenous control and dynamical reduction of echo state networks. Patrick W. Stinson, Keith A. Bush |
| 2013 | Exploring mineral domains with genetic algorithm. Ashfaqur Rahman, Ritaban Dutta, Daniel V. Smith |
| 2013 | Exploring the design space of specialized multicore neural processors. Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean |
| 2013 | Extended scaled neural predictor for improved branch prediction. Zihao Zhou, Mayank Kejriwal, Risto Miikkulainen |
| 2013 | Extension of neuron machine neurocomputing architecture for spiking neural networks. Jerry B. Ahn |
| 2013 | Extracting discriminative features for identifying abnormal sequences in one-class mode. Yin Song, Longbing Cao, Junfu Yin, Cheng Wang |
| 2013 | Extraction of 2D-pattern signatures for protein folds. K. Suvarna Vani, S. Durga Bhavani |
| 2013 | Extreme Learning Machine combining matrix factorization for collaborative filtering. Tianfeng Shang, Qing He, Fuzhen Zhuang, Zhongzhi Shi |
| 2013 | FEBAMSOM-BAM Laurence Morissette, Sylvain Chartier |
| 2013 | Face recognition improvement with distortions of images in training set. Ernst M. Kussul, Tatiana Baidyk, Cristina Conde, Isaac Martín de Diego, Enrique Cabello |
| 2013 | Face recognition using voting technique for the Gabor and LDP features. Issam Dagher, Jamal Hassanieh, Ahmad Younes |
| 2013 | Fast diagnosing of pediatric respiratory diseases by using high speed neural networks. Hazem M. El-Bakry, Mohamed Hamada |
| 2013 | Fast parking control of mobile robot based on multi-layer neural network on homogeneous architecture. Hanen Chenini, Jean-Pierre Dérutin, Thierry Tixier |
| 2013 | Feature construction approach for email categorization based on term space partition. Guyue Mi, Pengtao Zhang, Ying Tan |
| 2013 | Feature extraction based on hierarchical growing neural gas for informationally structured space. Yuichiro Toda, Naoyuki Kubota |
| 2013 | Fine-tuning of the SOMkNN classifier. Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez |
| 2013 | Finite-horizon neural network-based optimal control design for affine nonlinear continuous-time systems. Qiming Zhao, Hao Xu, Travis Dierks, Sarangapani Jagannathan |
| 2013 | Fixed-size Pegasos for hinge and pinball loss SVM. Vilen Jumutc, Xiaolin Huang, Johan A. K. Suykens |
| 2013 | Forecasting models of wind power in Northeastern of Brazil. Ronaldo Ribeiro Barbosa de Aquino, Teresa Bernarda Ludermir, Otoni Nóbrega Neto, Aida Araujo Ferreira, Milde M. S. Lira, Manoel A. Carvalho |
| 2013 | Fully-digital oscillatory associative memories enabled by non-volatile logic. Vehbi Calayir, Larry T. Pileggi |
| 2013 | Function learning with local linear regression models: An analysis based on discrepancy. Cristiano Cervellera, Danilo Macciò, Roberto Marcialis |
| 2013 | Fuzzy entropy semi-supervised support vector data description. Trung Le, Dat Tran, Tien Tran, Khanh Nguyen, Wanli Ma |
| 2013 | GPU facilitated unsupervised visual feature acquisition in spiking neural networks. Blake Lemoine, Anthony S. Maida |
| 2013 | Gaussian-Bernoulli deep Boltzmann machine. Kyunghyun Cho, Tapani Raiko, Alexander Ilin |
| 2013 | Generic object recognition with local features: From bags to subspaces. Bisser Raytchev, Yuta Kikutsugi, Ryosuke Shigenaka, Toru Tamaki, Kazufumi Kaneda |
| 2013 | Genetic algorithm for seismic velocity picking. Kou-Yuan Huang, Kai-Ju Chen, Jia-Rong Yang |
| 2013 | Geometrical facial modeling for emotion recognition. Giampaolo L. Libralon, Roseli A. Francelin Romero |
| 2013 | HMeanMax: Placing HMAX and HoG into a unified framework. Yan Zhang, Qixia Jiang, Maosong Sun |
| 2013 | Handwriting representation and recognition through a sparse projection and low-rank recovery framework. Zhao Zhang, Cheng-Lin Liu, Ming-Bo Zhao |
| 2013 | Heteroscedastic Gaussian based correction term for fisher discriminant analysis and its kernel extension. Tatsuya Yokota, Toru Wakahara, Yukihiko Yamashita |
| 2013 | Hidden Markov models with graph densities for action recognition. Michael Glodek, Edmondo Trentin, Friedhelm Schwenker, Günther Palm |
| 2013 | Hierarchical SOM-based detection of novel behavior for 3D human tracking. German Ignacio Parisi, Stefan Wermter |
| 2013 | High level data classification based on network entropy. Filipe Alves Neto Verri, Liang Zhao |
| 2013 | How can a robot evaluate its own behavior? A neural model for self-assessment. Adrien Jauffret, Caroline Grand, Nicolas Cuperlier, Philippe Gaussier, Philippe Tarroux |
| 2013 | Human behaviour recognition based on trajectory analysis using neural networks. Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez |
| 2013 | IC chip of pulse-type hardware neural networks for hexapod walking MEMS micro robot. Ken Saito, Shiho Takahama, Shinpei Yamasaki, Minami Takato, Yoshifumi Sekine, Fumio Uchikoba |
| 2013 | Illumination-invariant face recognition from a single image across extreme pose using a dual dimension AAM ensemble in the thermal infrared spectrum. Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague |
| 2013 | Image sequence recognition with active learning using uncertainty sampling. Masatoshi Minakawa, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda |
| 2013 | Impact of variability in data on accuracy and diversity of neural network based ensemble classifiers. Chien-Yuan Chiu, Brijesh K. Verma, Michael M. Li |
| 2013 | Improvement of a neural-fuzzy motion detection vision model for complex scenario conditions. Mario Ignacio Chacon-Murguia, Graciela Ramírez Alonso, Sergio Gonzalez-Duarte |
| 2013 | Improving drug discovery using a neural networks based parallel scoring function. Horacio Emilio Pérez Sánchez, Ginés D. Guerrero, José M. García, Jorge Peña-García, José M. Cecilia, Gaspar Cano, Sergio Orts-Escolano, José García Rodríguez |
| 2013 | Improving multi-label classification performance by label constraints. Benhui Chen, Xuefen Hong, Lihua Duan, Jinglu Hu |
| 2013 | Impute vs. Ignore: Missing values for prediction. Qianyu Zhang, Ashfaqur Rahman, Claire D'Este |
| 2013 | In search of the brain's executive. Daniel S. Levine |
| 2013 | Incorporating approximate dynamic programming-based parameter tuning into PD-type virtual inertia control of DFIGs. Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei |
| 2013 | Incremental anomaly identification by adapted SVM method. Mikhail Suvorov, Sergey Ivliev, Garegin Markarian, Denis Kolev, Dmitry Zvikhachevskiy, Plamen Angelov |
| 2013 | Incremental decision tree based on order statistics. Christophe Salperwyck, Vincent Lemaire |
| 2013 | Incremental learning from several different microarrays. Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu |
| 2013 | Incremental learning of new classes from unbalanced data. Gregory Ditzler, Gail Rosen, Robi Polikar |
| 2013 | Incremental learning using self-organizing neural grove. Hirotaka Inoue, Yudai Umemoto |
| 2013 | Incremental on-line learning of human motion using Gaussian adaptive resonance hidden Markov model. Farhan Dawood, Chu Kiong Loo, Wei Hong Chin |
| 2013 | Information theoretic analysis of energy efficient neurons with biologically plausible constraints. Siavash Ghavami, Farshad Lahouti, Lars Schwabe |
| 2013 | Infrared face recognition: A literature review. Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague |
| 2013 | Integrated information for large complex networks. Xerxes D. Arsiwalla, Paul F. M. J. Verschure |
| 2013 | Integrating developmental and conventional Markov decision processes: An application to robotic navigation. Shuqing Zeng, Yanhua Chen |
| 2013 | Intelligent determination for readmission of postoperative patients in ambulatory surgery. Jilliam M. Diaz Barros, Jairo A. Cardona Pena |
| 2013 | Intelligent speed profile prediction on urban traffic networks with machine learning. Jungme Park, Yi Lu Murphey, Johannes Kristinsson, Ryan McGee, Ming Kuang, Tony Phillips |
| 2013 | Interval data clustering using self-organizing maps based on adaptive Mahalanobis distances. Chantal Hajjar, Hani Hamdan |
| 2013 | Investigation of complex dynamics in a recurrent neural network with network community structure and asymmetric weight matrix. Fabiano Berardo de Sousa, Liang Zhao |
| 2013 | Investigation of four-layer multi-layer perceptron with glia connections of hidden-layer neurons. Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio |
| 2013 | Is cognitive dissonance compatible with human evolution? Leonid I. Perlovsky, N. Masataka, Michel Cabanac |
| 2013 | Iterative learning of Fisher linear discriminants for handwritten digit recognition. Qin Feng, Daqi Gao |
| 2013 | John Gerald Taylor: Comrade, polymath, and consummate neuroscientist - Reminiscences of life together under the Aegis of INNS. Walter J. Freeman |
| 2013 | John Taylor, learning, attention, and consciousness. Stephen Grossberg |
| 2013 | Kernel adaptive filtering with confidence intervals. Kan Li, Badong Chen, José C. Príncipe |
| 2013 | Kernel spectral clustering for dynamic data using multiple kernel learning. Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Rocco Langone, Johan A. K. Suykens, Germán Castellanos-Domínguez |
| 2013 | Kernel-based distance metric learning in the output space. Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
| 2013 | Learning Bayesian Network leveled-structure from support based XML frequent itemsets. Khalid Iqbal, Xu-Cheng Yin, Hong-Wei Hao, Qazi Mudassar Ilyas |
| 2013 | Learning convolutional neural networks from few samples. Raimar Wagner, Markus Thom, Roland Schweiger, Günther Palm, Albrecht Rothermel |
| 2013 | Learning from local and global discriminative information for semi-supervised dimensionality reduction. Ming-Bo Zhao, Zhao Zhang |
| 2013 | Learning in deep architectures with folding transformations. Lech Szymanski, Brendan McCane |
| 2013 | Learning population of spiking neural networks with perturbation of conductances. Piotr Suszynski, Pawel Wawrzynski |
| 2013 | Learning topological image transforms using cellular simultaneous recurrent networks. Keith Anderson, Khan M. Iftekharuddin |
| 2013 | Learning vector quantization with local adaptive weighting for relevance determination in Genome-Wide association studies. Flavia R. B. Araújo, Hansenclever de F. Bassani, Aluízio F. R. Araújo |
| 2013 | Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. Islam El-Nabarawy, Ashraf M. Abdelbar, Donald C. Wunsch |
| 2013 | Locally linear representation Fisher criterion. Bo Li, Jin Liu, Zhong-Qiu Zhao, Wensheng Zhang |
| 2013 | Machine learning to predict extubation outcome in premature infants. Martina Mueller, Carol C. Wagner, Romesh Stanislaus, Jonas S. Almeida |
| 2013 | Massively parallel learning of Bayesian networks with MapReduce for factor relationship analysis. Wei Chen, Tengjiao Wang, Dongqing Yang, Kai Lei, Yueqin Liu |
| 2013 | Matching of time-varying labeled graphs. Filippo Maria Bianchi, Lorenzo Livi, Antonello Rizzi |
| 2013 | Maximal margin learning vector quantisation. Trung Le, Dat Tran, Van Nguyen, Wanli Ma |
| 2013 | Measure optimized wrapper framework for multi-class imbalanced data learning: An empirical study. Peng Cao, Dazhe Zhao, Osmar R. Zaïane |
| 2013 | Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time. Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino |
| 2013 | Memristor-based synapse design and a case study in reconfigurable systems. Feng Ji, Hai (Helen) Li, Bryant T. Wysocki, Clare Thiem, Nathan R. McDonald |
| 2013 | Meta-cognitive q-Gaussian RBF network for binary classification: Application to mild cognitive impairment (MCI). G. Sateesh Babu, Suresh Sundaram, B. S. Mahanand |
| 2013 | Metaclasses and zoning for handwritten document recognition. V. Macário, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti |
| 2013 | Minimizing validation error with respect to network size and number of training epochs. Rohit Rawat, Jignesh K. Patel, Michael T. Manry |
| 2013 | Minority SVM for linearly separable imbalanced datasets. Nizar Ajeeb, Ammar Nayal, Mariette Awad |
| 2013 | Mitigation of catastrophic forgetting in recurrent neural networks using a Fixed Expansion Layer. Robert Coop, Itamar Arel |
| 2013 | Mixture kernel least mean square. Rosha Pokharel, Sohan Seth, José C. Príncipe |
| 2013 | Model ensemble for an effective on-line reconstruction of missing data in sensor networks. Cesare Alippi, Stavros Ntalampiras, Manuel Roveri |
| 2013 | Modeling disinhibition within a layered structure of the LGMD neuron. Ana Silva, Cristina P. Santos |
| 2013 | Modeling populations of spiking neurons for fine timing sound localization. Qian Liu, Cameron Patterson, Steve B. Furber, Zhangqin Huang, Yibin Hou, Huibing Zhang |
| 2013 | Modeling the effect of hint timing on the idea generation process. Simona Doboli, Matthew Jacques, Ali A. Minai, Paul B. Paulus, Runa M. Korde, Alex Doboli |
| 2013 | Modeling the effects of neuromodulation on internal brain areas: Serotonin and dopamine. Zejia Zheng, Kui Qian, Juyang Weng, Zhengyou Zhang |
| 2013 | Modified learning for discrete multi-valued neuron. Jin-Ping Chen, Shin-Fu Wu, Shie-Jue Lee |
| 2013 | Modified self-organizing mixture network for probability density estimation and classification. Lin Chang, Yu Chong-xiu |
| 2013 | Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration. Shaista Hussain, Roshan Gopalakrishnan, Arindam Basu, Shih-Chii Liu |
| 2013 | Multi-circle detection for bladder cancer diagnosis based on artificial immune systems. Dingran Lu, Xiao-Hua Yu |
| 2013 | Multi-pattern cross training: An ANN model training method using WSN sensor data. Yi Zhao, Valentin Gies, Ademir Felipe Teles, Jean-Marc Ginoux |
| 2013 | Multi-scale pyramidal pooling network for generic steel defect classification. Jonathan Masci, Ueli Meier, Gabriel Fricout, Jürgen Schmidhuber |
| 2013 | Multi-sensory integration using sparse spatio-temporal encoding. A. Ravishankar Rao, Guillermo A. Cecchi |
| 2013 | Multi-valued neuron with new learning schemes. Shin-Fu Wu, Shie-Jue Lee |
| 2013 | Multidimensional splines with infinite number of knots as SVM kernels. Rauf Izmailov, Vladimir Vapnik, Akshay Vashist |
| 2013 | Multilevel adaptive neural network architecture for implementing single-chip intelligent agents on FPGAs. Raul Finker, Inés del Campo, Javier Echanobe, Faiyaz Doctor |
| 2013 | Multivariate k-nearest neighbour regression for time series data - A novel algorithm for forecasting UK electricity demand. Fahad H. Al-Qahtani, Sven F. Crone |
| 2013 | N2Sky - Neural networks as services in the clouds. Erich Schikuta, Erwin Mann |
| 2013 | Nested-loop neural network vector control of permanent magnet synchronous motors. Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso |
| 2013 | Neural Hopfield-ensemble for multi-class head pose detection. Nils Meins, Sven Magg, Stefan Wermter |
| 2013 | Neural and statistical processing of spatial cues for sound source localisation. Jorge Dávila-Chacón, Sven Magg, Jindong Liu, Stefan Wermter |
| 2013 | Neural architecture for complex scene recognition based on rank-order features of IT neurons. Sergey Tarasenko, Natalia Efremova |
| 2013 | Neural decision directed segmentation of silicon defects. Aditi S. Godbole, Kanishka Tyagi, Michael T. Manry |
| 2013 | Neural equalizer trained by the artificial immune system learning algorithm. Pedro Henrique Gouvêa Coelho, Luiz Biondi Neto |
| 2013 | Neural inverse optimal control for a linear induction motor. Victor G. Lopez, Edgar N. Sánchez, Alma Y. Alanis |
| 2013 | Neural network based finite horizon optimal control for a class of nonlinear systems with state delay and control constraints. Xiaofeng Lin, Nuyun Cao, Yuzhang Lin |
| 2013 | Neural network based finite horizon stochastic optimal controller design for nonlinear networked control systems. Hao Xu, Sarangapani Jagannathan |
| 2013 | Neural network ensemble: Evaluation of aggregation algorithms in electricity demand forecasting. Saima Hassan, Abbas Khosravi, Jafreezal Jaafar |
| 2013 | Neural spiking dynamics in asynchronous digital circuits. Nabil Imam, Kyle Wecker, Jonathan Tse, Robert Karmazin, Rajit Manohar |
| 2013 | Neural-PSO second order sliding mode controller for unknown discrete-time nonlinear systems. Alma Y. Alanis, Nancy Arana-Daniel, Carlos López-Franco |
| 2013 | Neuro-fuzzy control strategy for methane production in an anaerobic process. Kelly J. Gurubel, Edgar N. Sánchez, Salvador Carlos-Hernandez |
| 2013 | Neuro-fuzzy fitness in a genetic algorithm for optimal fuzzy controller design. Oscar Castillo, Abraham Meléndez, Patricia Melin, Leslie Astudillo |
| 2013 | NeuroEvolutionary meta-optimization. Andreas Lang, Kenneth O. Stanley |
| 2013 | Neurocomputing and associative memories based on ovenized aluminum nitride resonators. Vehbi Calayir, Tom Jackson, Augusto Tazzoli, Gianluca Piazza, Larry T. Pileggi |
| 2013 | Neurodynamic optimization approaches to robust pole assignment based on alternative robustness measures. Xinyi Le, Jun Wang |
| 2013 | Neuromodulation based control of an autonomous robot. Akimul Prince, Biswanath Samanta |
| 2013 | Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. Bruno U. Pedroni, Srinjoy Das, Emre Neftci, Kenneth Kreutz-Delgado, Gert Cauwenberghs |
| 2013 | Neuromorphic learning towards nano second precision. Thomas Pfeil, Anne-Christine Scherzer, Johannes Schemmel, Karlheinz Meier |
| 2013 | Neuronal mechanisms underlying exploration-exploitation strategies in operant learning. Sergio Lew, Hernan G. Rey, B. Silvano Zanutto |
| 2013 | Noise benefits in backpropagation and deep bidirectional pre-training. Kartik Audhkhasi, Osonde Osoba, Bart Kosko |
| 2013 | Noisy hidden Markov models for speech recognition. Kartik Audhkhasi, Osonde Osoba, Bart Kosko |
| 2013 | Non-negative sparse coding for motion extraction. Thomas Guthier, Volker Willert, Andrea Schnall, Karel Kreuter, Julian Eggert |
| 2013 | Non-parallel semi-supervised classification based on kernel spectral clustering. Siamak Mehrkanoon, Johan A. K. Suykens |
| 2013 | Non-preemptive multi-constrain scheduling for multiprocessor with hopfield neural network. Abdel-Latief H. Abou-Ali |
| 2013 | Novelty estimation in developmental networks: Acetylcholine and norepinephrine. Jordan Fish, Lisa Ossian, Juyang Weng |
| 2013 | Object recognition in a context-aware application. Tan Vo, Dat Tran, Wanli Ma |
| 2013 | Off-line Bangla signature verification: An empirical study. Srikanta Pal, Alireza Alaei, Umapada Pal, Michael Blumenstein |
| 2013 | Olfaction recognition by EEG analysis using differential evolution induced Hopfield neural net. Anuradha Saha, Amit Konar, Pratyusha Rakshit, Anca L. Ralescu, Atulya K. Nagar |
| 2013 | On processing three dimensional data by quaternionic neural networks. Noriyuki Muramoto, Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui |
| 2013 | On the convergence of techniques that improve value iteration. Marek Grzes, Jesse Hoey |
| 2013 | On the interplay between "learning, memory, prospection and abstraction" in cumulatively learning baby humanoids. Vishwanathan Mohan, Giulio Sandini, Pietro Morasso |
| 2013 | On the role of shape prototypes in hierarchical models of vision. Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon |
| 2013 | Online news topic detection and tracking via localized feature selection. Ola Amayri, Nizar Bouguila |
| 2013 | Optimized neuro genetic fast estimator (ONGFE) for efficient distributed intelligence instantiation within embedded systems. Francisco J. Maldonado, Stephen Oonk, Tasso Politopoulos |
| 2013 | Optimizing F-measure with non-convex loss and sparse linear classifiers. Punya Murthy Chinta, Balamurugan P., Shirish K. Shevade, M. Narasimha Murty |
| 2013 | Ordinal-based metric learning for learning using privileged information. Shereen Fouad, Peter Tiño |
| 2013 | Overcoming the local-minimum problem in training multilayer perceptrons by gradual deconvexification. James Ting-Ho Lo, Yichuan Gui, Yun Peng |
| 2013 | Parallel incremental SVM for classifying million images with very high-dimensional signatures into thousand classes. Thanh-Nghi Doan, Thanh-Nghi Do, François Poulet |
| 2013 | Partially affine invariant training using dense transform matrices. Melvin Deloyd Robinson, Michael T. Manry |
| 2013 | Periodic activation functions in memristor-based analog neural networks. Cory E. Merkel, Dhireesha Kudithipudi, Nick Sereni |
| 2013 | Point cloud data filtering and downsampling using growing neural gas. Sergio Orts-Escolano, Vicente Morell, José García Rodríguez, Miguel Cazorla |
| 2013 | Population coding for a reward-modulated Hebbian learning of vergence control. Agostino Gibaldi, Andrea Canessa, Manuela Chessa, Fabio Solari, Silvio P. Sabatini |
| 2013 | Pose estimation for vertebral mobility analysis using eXclusive-ICA based boosting (XICABoost) algorithm. Chao-Hui Huang |
| 2013 | Power analysis of large-scale, real-time neural networks on SpiNNaker. Evangelos Stromatias, Francesco Galluppi, Cameron Patterson, Steve B. Furber |
| 2013 | Predicting nerve guidance conduit performance for peripheral nerve regeneration using bootstrap aggregated neural networks. William Koch, Yan Meng, Munish Shah, Wei Chang, Xiaojun Yu |
| 2013 | Prediction intervals for electricity load forecasting using neural networks. Mashud Rana, Irena Koprinska, Abbas Khosravi, Vassilios G. Agelidis |
| 2013 | Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization. Innocent Sizo Duma, Bhekisipho Twala, Tshilidzi Marwala |
| 2013 | Preprocessing unbalanced data using weighted support vector machines for prediction of heart disease in children. Thiago Tavares, Adriano L. I. Oliveira, George G. Cabral, Sandra da Silva Mattos, Renata Grigorio |
| 2013 | Protein secondary structure prediction using a fully complex-valued relaxation network. B. Shamima, Ramaswamy Savitha, Suresh Sundaram, Saras Saraswathi |
| 2013 | Quantum neural network based surface EMG signal filtering for control of robotic hand. Vaibhav Gandhi, Thomas Martin McGinnity |
| 2013 | Quasi-random sampling for approximate dynamic programming. Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis |
| 2013 | Random brains. Ulf Johansson, Tuve Löfström, Henrik Boström |
| 2013 | Real-time decentralized inverse optimal neural control for a Shrimp robot. Michel López-Franco, Edgar N. Sánchez, Alma Y. Alanis, Nancy Arana-Daniel |
| 2013 | Real-time detection of young spruce using color and texture features on an autonomous forest machine. Heikki Hyyti, Jouko Kalmari, Arto Visala |
| 2013 | Real-time discrete neural identifier for a linear induction motor using a dSPACE DS1104 board. Jorge D. Rios, Alma Y. Alanis, Jorge Rivera, Miguel Hernández-González |
| 2013 | Real-time road surface mapping using stereo matching, v-disparity and machine learning. Vitor B. Azevedo, Alberto F. De Souza, Lucas de Paula Veronese, Claudine Badue, Mariella Berger |
| 2013 | Recent advances in algorithmic learning theory of the Kanban cell neuron network. Colin James |
| 2013 | Recurrent neural networks inspired by artificial Immune algorithm for time series prediction. Dhiya Al-Jumeily, Abir Jaafar Hussain, Haya Alaskar |
| 2013 | Recurrent neural networks inspired by artificial immune algorithm for time series prediction. Dhiya Al-Jumeily, Abir Jaafar Hussain, Haya Alaskar |
| 2013 | Recurrent neural networks with fixed time convergence for linear and quadratic programming. Juan Diego Sanchez-Torres, Edgar N. Sánchez, Alexander G. Loukianov |
| 2013 | Rejection based support vector machines for financial time series forecasting. Yasin I. Rosowsky, Robert E. Smith |
| 2013 | Restricted Boltzmann machines for pre-training deep Gaussian networks. Mark Eastwood, Chrisina Jayne |
| 2013 | Robot coverage control by evolved neuromodulation. Kyle Ira Harrington, Emmanuel Awa, Sylvain Cussat-Blanc, Jordan B. Pollack |
| 2013 | Robust EM algorithm for model-based curve clustering. Faicel Chamroukhi |
| 2013 | Robust controller design of continuous-time nonlinear system using neural network. Xiangnan Zhong, Haibo He, Danil V. Prokhorov |
| 2013 | Robust feedback passivity via dynamic neural networks. Francisco Panuncio Cruz, Wen Yu |
| 2013 | Robust human action recognition via long short-term memory. Alexander Grushin, Derek Monner, James A. Reggia, Ajay Mishra |
| 2013 | Robust image representation and decomposition by Laplacian regularized latent low-rank representation. Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao |
| 2013 | Robust neural predictor for noisy chaotic time series prediction. Min Han, Xinying Wang |
| 2013 | Robust non-negative matrix factorization via joint sparse and graph regularization. Shizhun Yang, Chenping Hou, Changshui Zhang, Yi Wu, Shifeng Weng |
| 2013 | Routing bandwidth model for feed forward neural networks on multicore neuromorphic architectures. Raqibul Hasan, Tarek M. Taha |
| 2013 | SAXO: An optimized data-driven symbolic representation of time series. Alexis Bondu, Marc Boullé, Benoît Grossin |
| 2013 | SOMMA: Cortically inspired paradigms for multimodal processing. Mathieu Lefort, Yann Boniface, Bernard Girau |
| 2013 | STDP produces robust oscillatory architectures that exhibit precise collective synchronization. David Bhowmik, Murray Shanahan |
| 2013 | SVM classification of epileptic EEG recordings through multiscale permutation entropy. Domenico Labate, Isabella Palamara, Nadia Mammone, Giuseppe Morabito, Fabio La Foresta, Francesco Carlo Morabito |
| 2013 | Scalable, incremental learning with MapReduce parallelization for cell detection in high-resolution 3D microscopy data. Chul Sung, Jongwook Woo, Matthew Goodman, Todd Huffman, Yoonsuck Choe |
| 2013 | Self-adaptive probability estimation for Naive Bayes classification. Jia Wu, Zhihua Cai, Xingquan Zhu |
| 2013 | Self-learning and neural network adaptation by embedded collaborative learning engine (eCLE) - An overview. Francisco J. Maldonado, Stephen Oonk |
| 2013 | Self-organizing maps with a single neuron. George M. Georgiou, Kerstin Voigt |
| 2013 | Self-organizing retinotopic maps applied to background modeling for dynamic object segmentation in video sequences. Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia |
| 2013 | Self-organizing trees for visualizing protein dataset. Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah, Guillaume Santini |
| 2013 | Shaping synaptic learning by the duration of the postsynaptic action potential. Youwei Zheng, Lars Schwabe |
| 2013 | Soft kernel spectral clustering. Rocco Langone, Raghvendra Mall, Johan A. K. Suykens |
| 2013 | Solutions to finite horizon cost problems using actor-critic reinforcement learning. Ivo Grondman, Hao Xu, Sarangapani Jagannathan, Robert Babuska |
| 2013 | Solving the local minimum and flat-spot problem by modifying wrong outputs for feed-forward neural networks. Chi-Chung Cheung, Andrew K. Lui, Sean Shensheng Xu |
| 2013 | Some results about the Vapnik-Chervonenkis entropy and the rademacher complexity. Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2013 | Sparse maximum entropy deep belief nets. How Jing, Yu Tsao |
| 2013 | Sparse similarity matrix learning for visual object retrieval. Zhicheng Yan, Yizhou Yu |
| 2013 | Spatial alignment of scalp EEG activity during cognitive tasks. Mark H. Myers, Charlotte A. Joure, Carley Johnston, Aaron Canales, Akshay Padmanabha, Robert Kozma |
| 2013 | Speaker identification model for Assamese language using a neural framework. Mousmita Sarma, Kandarpa Kumar Sarma |
| 2013 | Speaker recognition based on SOINN and incremental learning Gaussian mixture model. Zelin Tang, Furao Shen, Jinxi Zhao |
| 2013 | Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator. Sergio Davies, Terry C. Stewart, Chris Eliasmith, Steve B. Furber |
| 2013 | Spiking neural networks for financial data prediction. David C. Reid, Abir Jaafar Hussain, Hissam Tawfik |
| 2013 | Spreading activation and sparseness in a bidirectional associative memory. Christophe Tremblay, M. Dorville, K. Myers Stewart, Sylvain Chartier |
| 2013 | Stability of direct heuristic dynamic programming for nonlinear tracking control using PID neural network. Xiong Luo, Jennie Si |
| 2013 | Stereo where-what networks: Unsupervised binocular feature learning. Mojtaba Solgi, Juyang Weng |
| 2013 | Stimulus discrimination in networks of spiking neurons. Eric S. Kuebler, Elise Bonnema, James McCorriston, Jean-Philippe Thivierge |
| 2013 | Strong attractors of Hopfield neural networks to model attachment types and behavioural patterns. Abbas Edalat, Federico Mancinelli |
| 2013 | Structural information processing in early vision using Hebbian-based mean shift. Jiqian Liu, Caixia Zhang, Yunde Jia |
| 2013 | Subcutaneous neural inverse optimal control for an Artificial Pancreas. Blanca S. Leon, Alma Y. Alanis, Edgar N. Sánchez, Fernando Ornelas-Tellez, Eduardo Ruiz-Velázquez |
| 2013 | Survival kernel with application to kernel adaptive filtering. Badong Chen, Nanning Zheng, José C. Príncipe |
| 2013 | Tactical task allocation and resource management in non-stationary swarm dynamics. Jon H. Roach, Robert J. Marks II, Benjamin Thompson |
| 2013 | The 2013 International Joint Conference on Neural Networks, IJCNN 2013, Dallas, TX, USA, August 4-9, 2013 |
| 2013 | The adaptive suffix tree: A space efficient sequence learning algorithm. Upuli Gunasinghe, Damminda Alahakoon |
| 2013 | The added value of gating in evolved neurocontrollers. Timur Chabuk, James A. Reggia |
| 2013 | The convergence rate of linearly separable SMO. Jorge López Lázaro, José R. Dorronsoro |
| 2013 | The effect of methods addressing the class imbalance problem on P300 detection. Guoqiang Xu, Furao Shen, Jinxi Zhao |
| 2013 | The race to new mathematics of brains and consciousness - A tribute to John G. Taylor. Robert Kozma |
| 2013 | The simultaneous coding of heading and path in primate MSTd. Oliver W. Layton, N. Andrew Browning |
| 2013 | The spectral radius remains a valid indicator of the Echo state property for large reservoirs. Ken Caluwaerts, Francis Wyffels, Sander Dieleman, Benjamin Schrauwen |
| 2013 | The use of optical and sonar images in the human and dolphin brain for image classification. Sepehr Jalali, Paul J. Seekings, Cheston Tan, Aiswarya Ratheesh, Joo-Hwee Lim, Elizabeth A. Taylor |
| 2013 | Thinking in prose and poetry: A semantic neural model. Sarjoun Doumit, Nagendra Marupaka, Ali A. Minai |
| 2013 | Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators. Jesus Soto, Patricia Melin, Oscar Castillo |
| 2013 | Toward a causal topic model for video scene analysis. John P. McCaffery, Anthony S. Maida |
| 2013 | Toward a cooperative brain: Continuing the work with John Taylor. Bruno Apolloni |
| 2013 | Toward a neural network theory of emotional influences on creativity. Daniel S. Levine, Mihai Nadin |
| 2013 | Towards a unified neurobiological theory of creative problem solving. Sébastien Hélie |
| 2013 | Towards predicting persistent activity of neurons by statistical and fractal dimension-based features. Panagiotis C. Petrantonakis, Athanasia Papoutsi, Panayiota Poirazi |
| 2013 | Traffic sign detection based on convolutional neural networks. Yihui Wu, Yulong Liu, Jianmin Li, Huaping Liu, Xiaolin Hu |
| 2013 | Traffic sign detection by ROI extraction and histogram features-based recognition. Ming Liang, Mingyi Yuan, Xiaolin Hu, Jianmin Li, Huaping Liu |
| 2013 | Traffic sign detection with VG-RAM weightless neural networks. Alberto F. De Souza, Cayo Fontana, Filipe Wall Mutz, Tiago Alves de Oliveira, Mariella Berger, Avelino Forechi, Jorcy de Oliveira Neto, Edilson de Aguiar, Claudine Badue |
| 2013 | Traffic sign recognition - How far are we from the solution? Markus Mathias, Radu Timofte, Rodrigo Benenson, Luc Van Gool |
| 2013 | Training the feedforward neural network using unconscious search. M. R. Amin-Naseri, Ehsan Ardjmand, Gary R. Weckman |
| 2013 | Transfer learning based compressive tracking. Shu Tian, Xu-Cheng Yin, Xi Xu, Hong-Wei Hao |
| 2013 | Unified losses for multi-modal pose coding and regression. Leif Johnson, Joseph L. Cooper, Dana H. Ballard |
| 2013 | Unsupervised collaborative boosting of clustering: An unifying framework for multi-view clustering, multiple consensus clusterings and alternative clustering. Jacques-Henri Sublemontier |
| 2013 | Unsupervised feature learning classification using an extreme learning machine. Dao Lam, Donald C. Wunsch |
| 2013 | Unsupervised feature selection for proportional data clustering via expectation propagation. Wentao Fan, Nizar Bouguila |
| 2013 | Unsupervised multimodal feature learning for semantic image segmentation. Deli Pei, Huaping Liu, Yulong Liu, Fuchun Sun |
| 2013 | Using confidence values in multi-label classification problems with semi-supervised learning. Fillipe M. Rodrigues, Araken de Medeiros Santos, Anne M. P. Canuto |
| 2013 | Using ensembles for adaptive learning: A comparative approach. Tatiana Escovedo, André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Adriano S. Koshiyama |
| 2013 | Using genetic algorithms and ensemble systems in online cancellable signature recognition. Fernando Pintro, Anne M. P. Canuto, Michael C. Fairhurst |
| 2013 | Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression. Elia Yathie Matsumoto, Emílio Del Moral Hernandez |
| 2013 | Variational Bayesian tracking: Whole track convergence for large-scale ecological video monitoring. Jacqueline Christmas, Richard M. Everson, Rolando Rodriguez-Munoz, Tom Tregenza |
| 2013 | Variational learning of finite Beta-Liouville mixture models using component splitting. Wentao Fan, Nizar Bouguila |
| 2013 | Vigilance adaptation in adaptive resonance theory. Lei Meng, Ah-Hwee Tan, Donald C. Wunsch |
| 2013 | Volatility analysis via coupled Wishart process. Zhong She, Can Wang |
| 2013 | WSN-ANN: Parallel and distributed neurocomputing with wireless sensor networks. Gürsel Serpen, Jiakai Li, Linqian Liu, Zhenning Gao |
| 2013 | Weighted entropy cortical algorithms for isolated Arabic speech recognition. Nadine Hajj, Mariette Awad |