Connectionists: NEURAL NETWORKS, July 2019

[DeLiang Wang]

Neural Networks - Volume 115, July 2019
http://www.journals.elsevier.com/neural-networks


Recent advances in physical reservoir computing: A review
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Heroux, Ryosho Nakane, ... 
Akira Hirose

Multilayer one-class extreme learning machine
Haozhen Dai, Jiuwen Cao, Tianlei Wang, Muqing Deng, Zhixin Yang

Gradient based hyperparameter optimization in Echo State Networks
Luca Anthony Thiede, Ulrich Parlitz

Learning to learn with active adaptive perception
D.M. Bossens, N.C. Townsend, A.J. Sobey

Short-term cognitive networks, flexible reasoning and nonsynaptic learning
Gonzalo Napoles, Frank Vanhoenshoven, Koen Vanhoof

Fully complex conjugate gradient-based neural networks using Wirtinger 
calculus framework: Deterministic convergence and its application
Bingjie Zhang, Yusong Liu, Jinde Cao, Shujun Wu, Jian Wang

Flexible unsupervised feature extraction for image classification
Yang Liu, Feiping Nie, Quanxue Gao, Xinbo Gao, ... Ling Shao

Equivalence between dropout and data augmentation: A mathematical check
Dazhi Zhao, Guozhu Yu, Peng Xu, Maokang Luo

Asynchronous event-based sampling data for impulsive protocol on 
consensus of non-linear multi-agent systems
Yiyan Han, Chuandong Li, Zhigang Zeng

Multi-scale gradual integration CNN for false positive reduction in 
pulmonary nodule detection
Bum-Chae Kim, Jee Seok Yoon, Jun-Sik Choi, Heung-Il Suk