Connectionists: NEURAL NETWORKS, Feb. 2020

[DeLiang Wang]

Neural Networks - Volume 122, Feb. 2020
http://www.journals.elsevier.com/neural-networks


Learning Cascade Attention for fine-grained image classification
Youxiang Zhu, Ruochen Li, Yin Yang, Ning Ye

The robustness-fidelity trade-off in Grow When Required neural networks 
performing continuous novelty detection
Lenka Pitonakova, Seth Bullock

Multistability and attraction basins of discrete-time neural networks 
with nonmonotonic piecewise linear activation functions
Peng Wan, Dihua Sun, Min Zhao, Li Wan, Shuang Jin

Affinity and class probability-based fuzzy support vector machine for 
imbalanced data sets
Xinmin Tao, Qing Li, Chao Ren, Wenjie Guo, ... Junrong Zou

New approach to global Mittag-Leffler synchronization problem of 
fractional-order quaternion-valued BAM neural networks based on a new 
inequality
Jianying Xiao, Shiping Wen, Xujun Yang, Shouming Zhong

Local distinguishability aggrandizing network for human anomaly detection
Maoguo Gong, Huimin Zeng, Yu Xie, Hao Li, Zedong Tang

Spiking Neural Networks applied to the classification of motor tasks in 
EEG signals
Carlos D. Virgilio G., Juan H. Sossa A., Javier M. Antelis, Luis E. Falcon

A complementary learning systems approach to temporal difference learning
Sam Blakeman, Denis Mareschal

Person identification using fusion of iris and periocular deep features
Saiyed Umer, Alamgir Sardar, Bibhas Chandra Dhara, Ranjeet Kumar Rout, 
Hari Mohan Pandey

Multi-label zero-shot human action recognition via joint latent ranking 
embedding
Qian Wang, Ke Chen

Joint Ranking SVM and Binary Relevance with robust Low-rank learning for 
multi-label classification
Guoqiang Wu, Ruobing Zheng, Yingjie Tian, Dalian Liu

Constructing multilayered neural networks with sparse, data-driven 
connectivity using biologically-inspired, complementary, homeostatic 
mechanisms
Robert A. Baxter, William B Levy

A new learning paradigm for random vector functional-link network: RVFL+
Peng-Bo Zhang, Zhi-Xin Yang

Regularized correntropy criterion based semi-supervised ELM
Jie Yang, Jiuwen Cao, Tianlei Wang, Anke Xue, Badong Chen

A review of learning in biologically plausible spiking neural networks
Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Georgina Cosma, ... T.M. 
McGinnity

Perceptrons from memristors
Francisco Silva, Mikel Sanz, Joao Seixas, Enrique Solano, Yasser Omar

Partition level multiview subspace clustering
Zhao Kang, Xinjia Zhao, Chong Peng, Hongyuan Zhu, ... Zenglin Xu

A review on neural network models of schizophrenia and autism spectrum 
disorder
Pablo Lanillos, Daniel Oliva, Anja Philippsen, Yuichi Yamashita, ... 
Gordon Cheng

Generative adversarial networks with mixture of t-distributions noise 
for diverse image generation
Jinxuan Sun, Guoqiang Zhong, Yang Chen, Yongbin Liu, ... Kaizhu Huang

Simultaneously learning affinity matrix and data representations for 
machine fault diagnosis
Yue Li, Yijie Zeng, Tianchi Liu, Xiaofan Jia, Guang-Bin Huang

Realistic spiking neural network: Non-synaptic mechanisms improve 
convergence in cell assembly
Damien Depannemaecker, Luiz Eduardo Canton Santos, Antonio Marcio 
Rodrigues, Carla Alessandra Scorza, ... Antonio-Carlos Guimaraes de Almeida

A broad class of discrete-time hypercomplex-valued Hopfield neural networks
Fidelis Zanetti de Castro, Marcos Eduardo Valle

Effects of infinite occurrence of hybrid impulses with 
quasi-synchronization of parameter mismatched neural networks
Rakesh Kumar, Subir Das, Yang Cao

A consensus algorithm based on collective neurodynamic system for 
distributed optimization with linear and bound constraints
Yan Zhao, Qingshan Liu

L1-gain filter design of discrete-time positive neural networks with 
mixed delays
Shunyuan Xiao, Yijun Zhang, Baoyong Zhang

On the accuracy and computational cost of spiking neuron implementation
Sergio Valadez-Godiez, Humberto Sossa, Rau Santiago-Montero

Multistability of switched neural networks with sigmoidal activation 
functions under state-dependent switching
Zhenyuan Guo, Shiqin Ou, Jun Wang

Model-based optimized phase-deviation deep brain stimulation for 
Parkinson's disease
Ying Yu, Yuqing Hao, Qingyun Wang

Global Mittag-Leffler stability and synchronization of discrete-time 
fractional-order complex-valued neural networks with time delay
Xingxing You, Qiankun Song, Zhenjiang Zhao

A smoothing neural network for minimization - in sparse signal 
reconstruction with measurement noises
You Zhao, Xing He, Tingwen Huang, Junjian Huang, Peng Li

A human-in-the-loop deep learning paradigm for synergic visual 
evaluation in children
Kai Zhang, Xiaoyan Li, Lin He, Chong Guo, ... Haotian Lin