Neural Networks, Volume 98, 1-336, February 2018

1. Active learning for classifying data streams with unknown number of classes   
Author(s): Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
Pages: 1-15

2. Adaptive neuro-heuristic hybrid model for fruit peel defects detection   
Author(s): Marcin Woźniak, Dawid Połap
Pages: 16-33

3. Matrix completion by deep matrix factorization   
Author(s): Jicong Fan, Jieyu Cheng
Pages: 34-41

4. Intrinsic sodium currents and excitatory synaptic transmission influence spontaneous firing in up and down activities   
Author(s): Yihong Wang, Xuying Xu, Rubin Wang
Pages: 42-50

5. Region stability analysis and tracking control of memristive recurrent neural network   
Author(s): Gang Bao, Zhigang Zeng, Yanjun Shen
Pages: 51-58

6. Reduced-order state estimation of delayed recurrent neural networks  
Author(s): He Huang, Tingwen Huang, Xiaoping Chen
Pages: 59-64

7. Global Uniform Asymptotic Fixed Deviation Stability and Stability for Delayed Fractional-order Memristive Neural Networks with Generic Memductance   
Author(s): Jiejie Chen, Boshan Chen, Zhigang Zeng
Pages: 65-75

8. Kernel Bayesian ART and ARTMAP   
Author(s): Naoki Masuyama, Chu Kiong Loo, Farhan Dawood
Pages: 76-86

9. Support vector machine with Dirichlet feature mapping   
Author(s): Ali Nedaie, Amir Abbas Najafi
Pages: 87-101

10. Nonlinear recurrent neural networks for finite-time solution of general time-varying linear matrix equations   
Author(s): Lin Xiao, Bolin Liao, Shuai Li, Ke Chen
Pages: 102-113

11. A regularization path algorithm for support vector ordinal regression   
Author(s): Bin Gu
Pages: 114-121

12. Global exponential stability and lag synchronization for delayed memristive fuzzy Cohen–Grossberg BAM neural networks with impulses   
Author(s): Wengui Yang, Wenwu Yu, Jinde Cao, Fuad E. Alsaadi, Tasawar Hayat
Pages: 122-153

13. Towards understanding sparse filtering: A theoretical perspective   
Author(s): Fabio Massimo Zennaro, Ke Chen
Pages: 154-177

14. A new randomized Kaczmarz based kernel canonical correlation analysis algorithm with applications to information retrieval   
Author(s): Jia Cai, Yi Tang
Pages: 178-191

15. pth moment exponential stability of stochastic memristor-based bidirectional associative memory (BAM) neural networks with time delays   
Author(s): Fen Wang, Yuanlong Chen, Meichun Liu
Pages: 192-202

16. Fixed-time stabilization of impulsive Cohen–Grossberg BAM neural networks   
Author(s): Hongfei Li, Chuandong Li, Tingwen Huang, Wanli Zhang
Pages: 203-211

17. Manifold optimization-based analysis dictionary learning with an image-norm regularizer   
Author(s): Zhenni Li, Shuxue Ding, Yujie Li, Zuyuan Yang, Shengli Xie, Wuhui Chen
Pages: 212-222

18. Impact of leakage delay on bifurcation in high-order fractional BAM neural networks   
Author(s): Chengdai Huang, Jinde Cao
Pages: 223-235

19. OnARTMAP: A Fuzzy ARTMAP-based Architecture   
Author(s): Alan L.S. Matias, Ajalmar R. Rocha Neto
Pages: 236-250

20. Standard representation and unified stability analysis for dynamic artificial neural network models   
Author(s): Kwang-Ki K. Kim, Ernesto Ríos Patrón, Richard D. Braatz
Pages: 251-262

21. Necessary and sufficient conditions of proper estimators based on self density ratio for unnormalized statistical models   
Author(s): Kazuyuki Hiraoka, Toshihiko Hamada, Gen Hori
Pages: 263-270

22. Modeling spike-wave discharges by a complex network of neuronal oscillators   
Author(s): Tatiana M. Medvedeva, Marina V. Sysoeva, Gilles van Luijtelaar, Ilya V. Sysoev
Pages: 271-282

23. Nonlinear predictive control for adaptive adjustments of deep brain stimulation parameters in basal ganglia–thalamic network   
Author(s): Fei Su, Jiang Wang, Shuangxia Niu, Huiyan Li, Bin Deng, Chen Liu, Xile Wei
Pages: 283-295

24. On the approximation by single hidden layer feedforward neural networks with fixed weights   
Author(s): Namig J. Guliyev, Vugar E. Ismailov
Pages: 296-304

25. A deep learning framework for causal shape transformation   
Author(s): Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar
Pages: 305-317

26. A loop-based neural architecture for structured behavior encoding and decoding   
Author(s): Thomas Gisiger, Mounir Boukadoum
Pages: 318-336