Connectionists: NEURAL NETWORKS, March 2018

[WANG, DELIANG]

Neural Networks - Volume 99, March 2018
http://www.journals.elsevier.com/neural-networks


Multiple types of synchronization analysis for discontinuous 
Cohen–Grossberg neural networks with time-varying delays
Jiarong Li, Haijun Jiang, Cheng Hu, Zhiyong Yu

Computational study of depth completion consistent with human bi-stable 
perception for ambiguous figures
Eiichi Mitsukura, Shunji Satoh

A border-ownership model based on computational electromagnetism
Zaem Arif Zainal, Shunji Satoh

Self-learning robust optimal control for continuous-time nonlinear 
systems with mismatched disturbances
Xiong Yang, Haibo He

STDP-based spiking deep convolutional neural networks for object 
recognition
Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Simon J. Thorpe, Timothee 
Masquelier

A new approach to detect the coding rule of the cortical spiking model 
in the information transmission
Soheila Nazari, Karim Faez, Mahyar Janahmadi

Unsupervised heart-rate estimation in wearables with Liquid states and a 
probabilistic readout
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, et al.

A novel type of activation function in artificial neural networks: 
Trained activation function
Omer Faruk Ertugrul

Multistability and multiperiodicity in impulsive hybrid 
quaternion-valued neural networks with mixed delays
Calin-Adrian Popa, Eva Kaslik

H_infinity state estimation of stochastic memristor-based neural 
networks with time-varying delays
Haibo Bao, Jinde Cao, Jürgen Kurths, Ahmed Alsaedi, Bashir Ahmad

Decentralized adaptive neural control for high-order interconnected 
stochastic nonlinear time-delay systems with unknown system dynamics
Wenjie Si, Xunde Dong, Feifei Yang

Design of nonlinear optimal control for chaotic synchronization of 
coupled stochastic neural networks via Hamilton–Jacobi–Bellman equation
Ziqian Liu

Smoothing inertial projection neural network for minimization  in sparse 
signal reconstruction
You Zhao, Xing He, Tingwen Huang, Junjian Huang

An optimal control strategy for hybrid actuator systems: Application to 
an artificial muscle with electric motor assist
Koji Ishihara, Jun Morimoto

Deep neural network for traffic sign recognition systems: An analysis of 
spatial transformers and stochastic optimisation methods
Alvaro Arcos-Garcia, Juan A. Alvarez-Garcia, Luis M. Soria-Morillo