Connectionists: NEURAL NETWORKS, May 2020

[DeLiang Wang]

Neural Networks - Volume 125, May 2020 
(www.journals.elsevier.com/neural-networks)


Reachable set bounding for neural networks with mixed delays: 
Reciprocally convex approach
Ruihan Chen, Song Zhu, Yongqiang Qi, Yuxin Hou

Synchronization of complex networks with time-varying delay of unknown 
bound via delayed impulsive control
Zhilu Xu, Xiaodi Li, Peiyong Duan

SOMprocessor: A high throughput FPGA-based architecture for implementing 
Self-Organizing Maps and its application to video processing
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez

Modeling uncertainty-seeking behavior mediated by cholinergic influence 
on dopamine
Marwen Belkaid, Jeffrey L. Krichmar

Reconstruction of natural visual scenes from neural spikes with deep 
neural networks
Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, ... Jian K. Liu

Neuromodulated attention and goal-driven perception in uncertain domains
Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar

Constructing large-scale cortical brain networks from scalp EEG with 
Bayesian nonnegative matrix factorization
Chanlin Yi, Chunli Chen, Yajing Si, Fali Li, ... Peng Xu

Transductive LSTM for time-series prediction: An application to weather 
forecasting
Zahra Karevan, Johan A.K. Suykens

Training high-performance and large-scale deep neural networks with full 
8-bit integers
Yukuan Yang, Lei Deng, Shuang Wu, Tianyi Yan, ... Guoqi Li

Weighted discriminative collaborative competitive representation for 
robust image classification
Jianping Gou, Lei Wang, Zhang Yi, Yunhao Yuan, ... Qirong Mao

Preserving differential privacy in deep neural networks with 
relevance-based adaptive noise imposition
Maoguo Gong, Ke Pan, Yu Xie, A.K. Qin, Zedong Tang

Fast discrete cross-modal hashing with semantic consistency
Tao Yao, Lianshan Yan, Yilan Ma, Hong Yu, ... Qi Tian

Causal importance of low-level feature selectivity for generalization in 
image recognition
Jumpei Ukita

Collaborative learning with corrupted labels
Yulin Wang, Rui Huang, Gao Huang, Shiji Song, Cheng Wu

Hyper-Laplacian regularized multi-view subspace clustering with low-rank 
tensor constraint
Gui-Fu Lu, Qin-Ru Yu, Yong Wang, Ganyi Tang

Low-rank discriminative regression learning for image classification
Yuwu Lu, Zhihui Lai, Wai Keung Wong, Xuelong Li

Supervised learning in spiking neural networks: A review of algorithms 
and evaluations
Xiangwen Wang, Xianghong Lin, Xiaochao Dang

Multiple Discrimination and Pairwise CNN for view-based 3D object retrieval
Zan Gao, Haixin Xue, Shaohua Wan

Improved multi-view GEPSVM via Inter-View Difference Maximization and 
Intra-view Agreement Minimization
Yawen Cheng, Hang Yin, Qiaolin Ye, Peng Huang, ... Yuan Tian

Event-triggered synchronization of discrete-time neural networks: A 
switching approach
Sanbo Ding, Zhanshan Wang

Robust min-max optimal control design for systems with uncertain models: 
A neural dynamic programming approach
Mariana Ballesteros, Isaac Chairez, Alexander Poznyak

Chaos in fractional-order discrete neural networks with application to 
image encryption
Liping Chen, Hao Yin, Tingwen Huang, Liguo Yuan, ... Lisheng Yin

Resilient fault-tolerant anti-synchronization for stochastic delayed 
reaction杁iffusion neural networks with semi-Markov jump parameters
Jianping Zhou, Yamin Liu, Jianwei Xia, Zhen Wang, Sabri Arik

New criteria for global stability of neutral-type Cohen-Grossberg neural 
networks with multiple delays
Ozlem Faydasicok

Skeleton-based Chinese sign language recognition and generation for 
bidirectional communication between deaf and hearing people
Qinkun Xiao, Minying Qin, Yuting Yin

PET image super-resolution using generative adversarial networks
Tzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Joyita Dutta

Mu-net: Multi-scale U-net for two-photon microscopy image denoising and 
restoration
Sehyung Lee, Makiko Negishi, Hidetoshi Urakubo, Haruo Kasai, Shin Ishii

On the localness modeling for the self-attention based end-to-end speech 
synthesis
Shan Yang, Heng Lu, Shiyin Kang, Liumeng Xue, ... Dong Yu

End-to-end semantic segmentation of personalized deep brain structures 
for non-invasive brain stimulation
Essam A. Rashed, Jose Gomez-Tames, Akimasa Hirata

Parametric Deformable Exponential Linear Units for deep neural networks
Qishang Cheng, HongLiang Li, Qingbo Wu, Lei Ma, King Ngi Ngan

CNN-MHSA: A Convolutional Neural Network and multi-head self-attention 
combined approach for detecting phishing websites
Xi Xiao, Dianyan Zhang, Guangwu Hu, Yong Jiang, Shutao Xia