Connectionists: NEURAL NETWORKS, Nov. 2019

[DeLiang Wang]

Neural Networks - Volume 119, Nov. 2019
http://www.journals.elsevier.com/neural-networks


Online sequential class-specific extreme learning machine for binary 
imbalanced learning
Sanyam Shukla, Bhagat Singh Raghuwanshi

Distributed semi-supervised learning algorithm based on extreme learning 
machine over networks using event-triggered communication scheme
Jin Xie, Sanyang Liu, Hao Dai

Spiking neural networks for deep learning and knowledge representation: 
Editorial to Virtual Special Issue
Nikola K. Kasabov

Neural dynamics of spreading attentional labels in mental contour tracing
Mateja Maric, Drazen Domijan

Modulating grid cell scale and intrinsic frequencies via slow 
high-threshold conductances: A simplified model
Diogo Santos-Pata, Riccardo Zucca, Hector Lopez-Carral, Paul F.M.J. 
Verschure

Low-rank analysis-synthesis dictionary learning with adaptively ordinal 
locality
Zhengming Li, Zheng Zhang, Jie Qin, Sheng Li, Hongmin Cai

Semi-supervised distributed representations of documents for sentiment 
analysis
Saerom Park, Jaewook Lee, Kyoungok Kim

Multi-source sequential knowledge regression by using transfer RNN units
Xiurui Xie, Guisong Liu, Qing Cai, Pengfei Wei, Hong Qu

Personalised modelling with spiking neural networks integrating temporal 
and static information
Maryam Doborjeh, Nikola Kasabov, Zohreh Doborjeh, Reza Enayatollahi, ... 
Amir H. Gandomi

Multi-representation adaptation network for cross-domain image 
classification
Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Jingwu Chen, ... Qing He

Spectral constraint adversarial autoencoders approach to feature 
representation in hyperspectral anomaly detection
Weiying Xie, Jie Lei, Baozhu Liu, Yunsong Li, Xiuping Jia

Transformed L1 regularization for learning sparse deep neural networks
Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang

Hierarchical gated recurrent neural network with adversarial and virtual 
adversarial training on text classification
Hoon-Keng Poon, Wun-She Yap, Yee-Kai Tee, Wai-Kong Lee, Bok-Min Goi

Multiclass heterogeneous domain adaptation via bidirectional ECOC 
projection
Wan-Yu Deng, Ying-Ying Dong, Guang-Da Liu, Ying Wang, Jie Men

Efficient IntVec: High recognition rate with reduced computational cost
Kunihiko Fukushima

Locally connected spiking neural networks for unsupervised feature learning
Daniel J. Saunders, Devdhar Patel, Hananel Hazan, Hava T. Siegelmann, 
Robert Kozma

Hierarchical feature fusion framework for frequency recognition in 
SSVEP-based BCIs
Yangsong Zhang, Erwei Yin, Fali Li, Yu Zhang, ... Peng Xu

A generalized neural network for distributed nonsmooth optimization with 
inequality constraint
Wenwen Jia, Sitian Qin, Xiaoping Xue

Nonlinear approximation via compositions
Zuowei Shen, Haizhao Yang, Shijun Zhang

Adaptive robust principal component analysis
Yang Liu, Xinbo Gao, Quanxue Gao, Ling Shao, Jungong Han

Synchronization of memristive neural networks with leakage delay and 
parameters mismatch via event-triggered control
Yuting Cao, Shengbo Wang, Zhenyuan Guo, Tingwen Huang, Shiping Wen

Non-fragile state estimation for fractional-order delayed memristive BAM 
neural networks
Haibo Bao, Ju H. Park, Jinde Cao

Stochasticity from function -- Why the Bayesian brain may need no noise
Dominik Dold, Ilja Bytschok, Akos F. Kungl, Andreas Baumbach, ... Mihai 
A. Petrovici

Periodicity and finite-time periodic synchronization of discontinuous 
complex-valued neural networks
Zengyun Wang, Jinde Cao, Zuowei Cai, Lihong Huang

The quantization error in a Self-Organizing Map as a contrast and colour 
specific indicator of single-pixel change in large random patterns
John M. Wandeto, Birgitta Dresp-Langley

A programmable neural virtual machine based on a fast store-erase 
learning rule
Garrett E. Katz, Gregory P. Davis, Rodolphe J. Gentili, James A. Reggia

His-GAN: A histogram-based GAN model to improve data generation quality
Wei Li, Wei Ding, Rajani Sadasivam, Xiaohui Cui, Ping Chen

A subgraph-representation-based method for answering complex questions 
over knowledge bases
Zhifeng Hao, Biao Wu, Wen Wen, Ruichu Cai