Friday, November 6, 2015

Neural Networks, Volume 71, Pages 1-224, November 2015

1. Towards dropout training for convolutional neural networks  
Pages: 1-10
Author(s): Haibing Wu, Xiaodong Gu

2. Complex Rotation Quantum Dynamic Neural Networks (CRQDNN) using Complex Quantum Neuron (CQN): Applications to time series prediction  
Pages: 11-26
Author(s): Yiqian Cui, Junyou Shi, Zili Wang

3. Multistability of memristive Cohen–Grossberg neural networks with non-monotonic piecewise linear activation functions and time-varying delays  
Pages: 27-36
Author(s): Xiaobing Nie, Wei Xing Zheng, Jinde Cao

4. Stability and synchronization of memristor-based fractional-order delayed neural networks  
Pages: 37-44
Author(s): Liping Chen, Ranchao Wu, Jinde Cao, Jia-Bao Liu

5. A novel multivariate performance optimization method based on sparse coding and hyper-predictor learning  
Pages: 45-54
Author(s): Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang, Nick Hughes

6. Novel conditions on exponential stability of a class of delayed neural networks with state-dependent switching  
Pages: 55-61
Author(s): Guodong Zhang, Yi Shen

7. Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis 
Pages: 62-75
Author(s): Shuangming Yang, Jiang Wang, Shunan Li, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li

8. OCReP: An Optimally Conditioned Regularization for pseudoinversion based neural training  
Pages: 76-87
Author(s): Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini

9. Incremental multi-class semi-supervised clustering regularized by Kalman filtering  
Pages: 88-104
Author(s): Siamak Mehrkanoon, Oscar Mauricio Agudelo, Johan A.K. Suykens

10. Synchronization of neural networks with stochastic perturbation via aperiodically intermittent control  
Pages: 105-111
Author(s): Wei Zhang, Chuandong Li, Tingwen Huang, Mingqing Xiao

11. A new computational account of cognitive control over reinforcement-based decision-making: Modeling of a probabilistic learning task  
Pages: 112-123
Author(s): Sareh Zendehrouh

12. Long-range cortical connections give rise to a robust velocity map of V1  
Pages: 124-141
Author(s): Phillip Sheridan

13. Towards biological plausibility of electronic noses: A spiking neural network based approach for tea odour classification  
Pages: 142-149
Author(s): Sankho Turjo Sarkar, Amol P. Bhondekar, Martin Macaš, Ritesh Kumar, Rishemjit Kaur, Anupma Sharma, Ashu Gulati, Amod Kumar

14. Reinforcement learning solution for HJB equation arising in constrained optimal control problem  
Pages: 150-158
Author(s): Biao Luo, Huai-Ning Wu, Tingwen Huang, Derong Liu

15. Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality  
Pages: 159-171
Author(s): Alessandro Montalto, Sebastiano Stramaglia, Luca Faes, Giovanni Tessitore, Roberto Prevete, Daniele Marinazzo

16. Fuzzy wavelet plus a quantum neural network as a design base for power system stability enhancement  
Pages: 172-181
Author(s): Soheil Ganjefar, Morteza Tofighi, Hamidreza Karami

17. Investigation on Amari’s dynamical neural field with global constant inhibition  
Pages: 182-195
Author(s): Dequan Jin, Jigen Peng

18. Consensus analysis of networks with time-varying topology and event-triggered diffusions  
Pages: 196-203
Author(s): Yujuan Han, Wenlian Lu, Tianping Chen

19. Prediction of telephone calls load using Echo State Network with exogenous variables  
Pages: 204-213
Author(s): Filippo Maria Bianchi, Simone Scardapane, Aurelio Uncini, Antonello Rizzi, Alireza Sadeghian

20. Budget constrained non-monotonic feature selection  
Pages: 214-224
Author(s): Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King