Connectionists: NEURAL NETWORKS, Nov. 2015

[DeLiang Wang]

Neural Networks - Volume 71, Nov. 2015
http://www.journals.elsevier.com/neural-networks


Cost-efficient FPGA implementation of basal ganglia and their 
Parkinsonian analysis
Shuangming Yang, Jiang Wang, Shunan Li, Bin Deng, Xile Wei, Haitao Yu, 
Huiyan Li

A new computational account of cognitive control over 
reinforcement-based decision-making: Modeling of a probabilistic 
learning task
Sareh Zendehrouh

Long-range cortical connections give rise to a robust velocity map of V1
Phillip Sheridan

Towards dropout training for convolutional neural networks
Haibing Wu, Xiaodong Gu

A novel multivariate performance optimization method based on sparse 
coding and hyper-predictor learning
Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang, Nick Hughes

Incremental multi-class semi-supervised clustering regularized by Kalman 
filtering
Siamak Mehrkanoon, Oscar Mauricio Agudelo, Johan A.K. Suykens

Reinforcement learning solution for HJB equation arising in constrained 
optimal control problem
Biao Luo, Huai-Ning Wu, Tingwen Huang, Derong Liu

Neural networks with non-uniform embedding and explicit validation phase 
to assess Granger causality
Alessandro Montalto, Sebastiano Stramaglia, Luca Faes, Giovanni 
Tessitore, Roberto Prevete, Daniele Marinazzo

Prediction of telephone calls load using Echo State Network with 
exogenous variables
Filippo Maria Bianchi, Simone Scardapane, Aurelio Uncini, Antonello 
Rizzi, Alireza Sadeghian

Budget constrained non-monotonic feature selection
Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King

Multistability of memristive Cohen-Grossberg neural networks with 
non-monotonic piecewise linear activation functions and time-varying delays
Xiaobing Nie, Wei Xing Zheng, Jinde Cao

Stability and synchronization of memristor-based fractional-order 
delayed neural networks
Liping Chen, Ranchao Wu, Jinde Cao, Jia-Bao Liu

Novel conditions on exponential stability of a class of delayed neural 
networks with state-dependent switching
Guodong Zhang, Yi Shen

OCReP: An Optimally Conditioned Regularization for pseudoinversion based 
neural training
Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini

Synchronization of neural networks with stochastic perturbation via 
aperiodically intermittent control
Wei Zhang, Chuandong Li, Tingwen Huang, Mingqing Xiao

Investigation on Amari's dynamical neural field with global constant 
inhibition
Dequan Jin, Jigen Peng

Consensus analysis of networks with time-varying topology and 
event-triggered diffusions
Yujuan Han, Wenlian Lu, Tianping Chen

Complex Rotation Quantum Dynamic Neural Networks (CRQDNN) using Complex 
Quantum Neuron (CQN): Applications to time series prediction

Towards biological plausibility of electronic noses: A spiking neural 
network based approach for tea odour classification
Sankho Turjo Sarkar, Amol P. Bhondekar, Martin Macas, Ritesh Kumar, 
Rishemjit Kaur, Anupma Sharma, Ashu Gulati, Amod Kumar

Fuzzy wavelet plus a quantum neural network as a design base for power 
system stability enhancement
Soheil Ganjefar, Morteza Tofighi, Hamidreza Karami