Monday, October 23, 2017

Neural Networks, Volume 96, Pages 1-150, December 2017

1. ASD+M: Automatic parameter tuning in stochastic optimization and on-line learning
Author(s): Paweł Wawrzyński
Pages: 1-10

2. User emotion for modeling retweeting behaviors
Author(s): Jinpeng Chen, Yu Liu, Ming Zou
Pages: 11-21

3. Mittag-Leffler synchronization of fractional neural networks with time-varying delays and reaction–diffusion terms using impulsive and linear controllers
Author(s): Ivanka Stamova, Gani Stamov
Pages: 22-32

4. Robust spike-train learning in spike-event based weight update
Author(s): Sumit Bam Shrestha, Qing Song
Pages: 33-46

5. Fixed-time synchronization of memristor-based BAM neural networks with time-varying discrete delay
Author(s): Chuan Chen, Lixiang Li, Haipeng Peng, Yixian Yang
Pages: 47-54

6. Robust Alternating Low-Rank Representation by joint image- and image-norm minimization
Author(s): Zhao Zhang, Mingbo Zhao, Fanzhang Li, Li Zhang, Shuicheng Yan
Pages: 55-70

7. Global exponential stability of nonautonomous neural network models with unbounded delays
Author(s): José J. Oliveira
Pages: 71-79

8. Robust artificial neural network for reliability and sensitivity analyses of complex non-linear systems
Author(s): Uchenna Oparaji, Rong-Jiun Sheu, Mark Bankhead, Jonathan Austin, Edoardo Patelli
Pages: 80-90

9. Some new results on stability and synchronization for delayed inertial neural networks based on non-reduced order method
Author(s): Xuanying Li, Xiaotong Li, Cheng Hu
Pages: 91-100

10. Post-boosting of classification boundary for imbalanced data using geometric mean
Author(s): Jie Du, Chi-Man Vong, Chi-Man Pun, Pak-Kin Wong, Weng-Fai Ip
Pages: 101-114

11. Synchronization stability of memristor-based complex-valued neural networks with time delays
Author(s): Dan Liu, Song Zhu, Er Ye
Pages: 115-127

12. A new approach to optimal control of conductance-based spiking neurons
Author(s): Xuyang Lou, M.N.S. Swamy
Pages: 128-136

13. Lifelong learning of human actions with deep neural network self-organization
Author(s): German I. Parisi, Jun Tani, Cornelius Weber, Stefan Wermter
Pages: 137-149