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
