Tuesday, February 27, 2018

Neural Networks, Volume 99, Pages 1-178, March 2018

1. Multistability and multiperiodicity in impulsive hybrid quaternion-valued neural networks with mixed delays
Author(s): Călin-Adrian Popa, Eva Kaslik
Pages: 1-18

2. Self-learning robust optimal control for continuous-time nonlinear systems with mismatched disturbances
Author(s): Xiong Yang, Haibo He
Pages: 19-30

3. Smoothing inertial projection neural network for minimization L_p-q in sparse signal reconstruction
Author(s): You Zhao, Xing He, Tingwen Huang, Junjian Huang
Pages: 31-41

4. Computational study of depth completion consistent with human bi-stable perception for ambiguous figures
Author(s): Eiichi Mitsukura, Shunji Satoh
Pages: 42-55

5. STDP-based spiking deep convolutional neural networks for object recognition
Author(s): Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Simon J. Thorpe, Timothée Masquelier
Pages: 56-67

6. A new approach to detect the coding rule of the cortical spiking model in the information transmission
Author(s): Soheila Nazari, Karim Faez, Mahyar Janahmadi
Pages: 68-78

7. H_alpha state estimation of stochastic memristor-based neural networks with time-varying delays
Author(s): Haibo Bao, Jinde Cao, Jürgen Kurths, Ahmed Alsaedi, Bashir Ahmad
Pages: 79-91

8. An optimal control strategy for hybrid actuator systems: Application to an artificial muscle with electric motor assist
Author(s): Koji Ishihara, Jun Morimoto
Pages: 92-100

9. Multiple types of synchronization analysis for discontinuous Cohen–Grossberg neural networks with time-varying delays
Author(s):  Jiarong Li, Haijun Jiang, Cheng Hu, Zhiyong Yu
Pages: 101-113

10. A border-ownership model based on computational electromagnetism
Author(s): Zaem Arif Zainal, Shunji Satoh
Pages: 114-122

11. Decentralized adaptive neural control for high-order interconnected stochastic nonlinear time-delay systems with unknown system dynamics
Author(s): Wenjie Si, Xunde Dong, Feifei Yang
Pages: 123-133

12. Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout
Author(s): Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, ... Chris Van Hoof
Pages: 134-147

13. A novel type of activation function in artificial neural networks: Trained activation function
Author(s): Ömer Faruk Ertuğrul
Pages: 148-157

14. Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods
Author(s): Álvaro Arcos-García, Juan A. Álvarez-García, Luis M. Soria-Morillo
Pages: 158-165

15. Design of nonlinear optimal control for chaotic synchronization of coupled stochastic neural networks via Hamilton–Jacobi–Bellman equation
Author(s): Ziqian Liu
Pages: 166-177