Connectionists: NEURAL NETWORKS, March 2015

[DeLiang Wang]

Neural Networks - Volume 63, March 2015
http://www.journals.elsevier.com/neural-networks


A neural network for learning the meaning of objects and words from a 
featural representation
Mauro Ursino, Cristiano Cuppini, Elisa Magosso

Circuit design and exponential stabilization of memristive neural networks
Shiping Wen, Tingwen Huang, Zhigang Zeng, Yiran Chen, Peng Li

Performance improvement of classifier fusion for batch samples based on 
upper integral
Hui-Min Feng, Xi-Zhao Wang

Convex nonnegative matrix factorization with manifold regularization
Wenjun Hu, Kup-Sze Choi, Peiliang Wang, Yunliang Jiang, Shitong Wang

Towards an intelligent framework for multimodal affective data analysis
Soujanya Poria, Erik Cambria, Amir Hussain, Guang-Bin Huang

Approximate kernel competitive learning
Jian-Sheng Wu, Wei-Shi Zheng, Jian-Huang Lai

A vector reconstruction based clustering algorithm particularly for 
large-scale text collection
Ming Liu, Chong Wu, Lei Chen

Active learning for semi-supervised clustering based on locally linear 
propagation reconstruction
Chin-Chun Chang, Po-Yi Lin

Adaptive learning rate of SpikeProp based on weight convergence analysis
Sumit Bam Shrestha, Qing Song

Fully probabilistic control for stochastic nonlinear control systems 
with input dependent noise
Randa Herzallah

Self-organizing maps based on limit cycle attractors
Di-Wei Huang, Rodolphe J. Gentili, James A. Reggia

Projective synchronization of fractional-order memristor-based neural 
networks
Hai-Bo Bao, Jin-De Cao

Estimates on compressed neural networks regression
Yongquan Zhang, Youmei Li, Jianyong Sun, Jiabing Ji

Global exponential stability of delayed Markovian jump fuzzy cellular 
neural networks with generally incomplete transition probability
Yonggui Kao, Lei Shi, Jing Xie, Hamid Reza Karimi

Jackson-type inequalities for spherical neural networks with doubling 
weights
Shaobo Lin, Jinshan Zeng, Lin Xu, Zongben Xu

RBF-network based sparse signal recovery algorithm for compressed 
sensing reconstruction
Vidya L., Vivekanand V., Shyamkumar U., Deepak Mishra

Finite-time synchronization control of a class of memristor-based 
recurrent neural networks
Minghui Jiang, Shuangtao Wang, Jun Mei, Yanjun Shen

Dynamics of neural networks over undirected graphs
Eric Goles, Gonzalo A. Ruz

Convergence and attractivity of memristor-based cellular neural networks 
with time delays
Sitian Qin, Jun Wang, Xiaoping Xue

Massively parallel neural circuits for stereoscopic color vision: 
Encoding, decoding and identification
Aurel A. Lazar, Yevgeniy B. Slutskiy, Yiyin Zhou

Neural network for constrained nonsmooth optimization using Tikhonov 
regularization
Sitian Qin, Dejun Fan, Guangxi Wu, Lijun Zhao

Robust sequential learning of feedforward neural networks in the 
presence of heavy-tailed noise
Najdan Vukovic, Zoran Miljkovic

Fast Clustered Radial Basis Function Network as an adaptive predictive 
controller
Dino Kosic

Designing a deep brain stimulator to suppress pathological neuronal 
synchrony
Ghazal Montaseri, Mohammad Javad Yazdanpanah, Fariba Bahrami