Cognitive Science
A neural network for learning the meaning of objects and words from a featural representationPages: 234-253
Author(s): Mauro Ursino, Cristiano Cuppini, Elisa Magosso
Neuroscience
Circuit design and exponential stabilization of memristive neural networksPages: 48-56
Author(s): Wen, Tingwen Huang, Zhigang Zeng, Yiran Chen, Peng Li
Learning Systems
Performance improvement of classifier fusion for batch samples based on upper integralPages: 87-93
Author(s): Hui-Min Feng, Xi-Zhao Wang
Convex nonnegative matrix factorization with manifold regularization
Pages: 94-103
Author(s): Wenjun Hu, Kup-Sze Choi, Peiliang Wang, Yunliang Jiang, Shitong Wang
Towards an intelligent framework for multimodal affective data analysis
Pages: 104-116
Author(s): Soujanya Poria, Erik Cambria, Amir Hussain, Guang-Bin Huang
Approximate kernel competitive learning
Pages: 117-132
Author(s): Jian-Sheng Wu, Wei-Shi Zheng, Jian-Huang Lai
A vector reconstruction based clustering algorithm particularly for large-scale text collection
Pages: 141-155
Author(s): Ming Liu, Chong Wu, Lei Chen
Active learning for semi-supervised clustering based on locally linear propagation reconstruction
Pages: 170-184
Author(s): Chin-Chun Chang, Po-Yi Lin
Adaptive learning rate of SpikeProp based on weight convergence analysis
Pages: 185-198
Author(s): Sumit Bam Shrestha, Qing Song
Fully probabilistic control for stochastic nonlinear control systems with input dependent noise
Pages: 199-207
Author(s): Randa Herzallah
Self-organizing maps based on limit cycle attractors
Pages: 208-222
Author(s): Di-Wei Huang, Rodolphe J. Gentili, James A. Reggia
Mathematical and Computational Analysis
Projective synchronization of fractional-order memristor-based neural networksPages: 1-9
Author(s): Hai-Bo Bao, Jin-De Cao
Estimates on compressed neural networks regression
Pages: 10-17
Author(s): Yongquan Zhang, Youmei Li, Jianyong Sun, Jiabing Ji
Global exponential stability of delayed Markovian jump fuzzy cellular neural networks with generally incomplete transition probability
Pages: 18-30
Author(s): Yonggui Kao, Lei Shi, Jing Xie, Hamid Reza Karimi
Jackson-type inequalities for spherical neural networks with doubling weights
Pages: 57-65
Author(s): Shaobo Lin, Jinshan Zeng, Lin Xu, Zongben Xu
RBF-network based sparse signal recovery algorithm for compressed sensing reconstruction
Pages: 66-78
Author(s): Vidya L., Vivekanand V., Shyamkumar U., Deepak Mishra
Finite-time synchronization control of a class of memristor-based recurrent neural networks
Pages: 133-140
Author(s): Minghui Jiang, Shuangtao Wang, Jun Mei, Yanjun Shen
Dynamics of neural networks over undirected graphs
Pages: 156-169
Author(s): Eric Goles, Gonzalo A. Ruz
Convergence and attractivity of memristor-based cellular neural networks with time delays
Pages: 223-233
Author(s): Sitian Qin, Jun Wang, Xiaoping Xue
Massively parallel neural circuits for stereoscopic color vision: Encoding, decoding and identification
Pages: 254-271
Author(s): Aurel A. Lazar, Yevgeniy B. Slutskiy, Yiyin Zhou
Neural network for constrained nonsmooth optimization using Tikhonov regularization
Pages: 272-281
Author(s): Sitian Qin, Dejun Fan, Guangxi Wu, Lijun Zhao
Engineering and Applications
Robust sequential learning of feedforward neural networks in the presence of heavy-tailed noisePages: 31-47
Author(s): Najdan Vuković, Zoran Miljković
Fast Clustered Radial Basis Function Network as an adaptive predictive controller
Pages: 79-86
Author(s): Dino Kosic
Designing a deep brain stimulator to suppress pathological neuronal synchrony
Pages: 282-292
Author(s): Ghazal Montaseri, Mohammad Javad Yazdanpanah, Fariba Bahrami
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