Connectionists: NEURAL NETWORKS, April 2020

[DeLiang Wang]

Neural Networks - Volume 124, April 2020
https://www.journals.elsevier.com/neural-networks


Improved value iteration for neural-network-based stochastic optimal 
control design
Mingming Liang, Ding Wang, Derong Liu

EEG based multi-class seizure type classification using convolutional 
neural network and transfer learning
S. Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter L. 
Kubben

A unified model of rule-set learning and selection
Pierson Fleischer, Sebastien Helie

Directed EEG neural network analysis by LAPPS (p <= 1) Penalized sparse 
Granger approach
Joyce Chelangat Bore, Peiyang Li, Dennis Joe Harmah, Fali Li, ... Peng Xu

A model for navigation in unknown environments based on a reservoir of 
hippocampal sequences
Christian Leibold

A deep CNN approach to decode motor preparation of upper limbs from 
time杅requency maps of EEG signals at source level
Nadia Mammone, Cosimo Ieracitano, Francesco C. Morabito

The feature extraction of resting-state EEG signal from amnestic mild 
cognitive impairment with type 2 diabetes mellitus based on 
feature-fusion multispectral image method
Dong Wen, Peng Li, Xiaoli Li, Zhenhao Wei, ... Shimin Yin

Adaptive neural tree exploiting expert nodes to classify 
high-dimensional data
Shadi Abpeikar, Mehdi Ghatee, Gian Luca Foresti, Christian Micheloni

Robust adaptation regularization based on within-class scatter for 
domain adaptation
Liran Yang, Ping Zhong

Multi-context aware user-item embedding for recommendation
Biao Wu, Wen Wen, Zhifeng Hao, Ruichu Cai

Medi-Care AI: Predicting medications from billing codes via robust 
recurrent neural networks
Deyin Liu, Yuanbo Lin Wu, Xue Li, Lin Qi

Attention-guided CNN for image denoising
Chunwei Tian, Yong Xu, Zuoyong Li, Wangmeng Zuo, ... Hong Liu

A causal discovery algorithm based on the prior selection of leaf nodes
Yan Zeng, Zhifeng Hao, Ruichu Cai, Feng Xie, ... Ruihui Huang

FOM: Fourth-order moment based causal direction identification on the 
heteroscedastic data
Ruichu Cai, Jincheng Ye, Jie Qiao, Huiyuan Fu, Zhifeng Hao

Adaptive complex-valued stepsize based fast learning of complex-valued 
neural networks
Yongliang Zhang, He Huang

Deep feature transfer learning for trusted and automated malware 
signature generation in private cloud environments
Daniel Nahmias, Aviad Cohen, Nir Nissim, Yuval Elovici

Deterministic learning of hybrid Fuzzy Cognitive Maps and network 
reduction approaches
Gonzalo Napoles, Agnieszka Jastrzebska, Carlos Mosquera, Koen Vanhoof, 
Wladyslaw Homenda

K-Anonymity inspired adversarial attack and multiple one-class 
classification defense
Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas

Effective metric learning with co-occurrence embedding for collaborative 
recommendations
Hao Wu, Qimin Zhou, Rencan Nie, Jinde Cao

Theory of deep convolutional neural networks: Downsampling
Ding-Xuan Zhou

Cluster stochastic synchronization of complex dynamical networks via 
fixed-time control scheme
Wanli Zhang, Chuandong Li, Hongfei Li, Xinsong Yang

Bipartite synchronization for inertia memristor-based neural networks on 
coopetition networks
Ning Li, Wei Xing Zheng

Exponential and adaptive synchronization of inertial complex-valued 
neural networks: A non-reduced order and non-separation approach
Juan Yu, Cheng Hu, Haijun Jiang, Leimin Wang

Adaptive tracking synchronization for coupled reaction杁iffusion neural 
networks with parameter mismatches
Hao Zhang, Zhixia Ding, Zhigang Zeng

Performance boost of time-delay reservoir computing by non-resonant 
clock cycle
Florian Stelzer, Andre Rohm, Kathy Ludge, Serhiy Yanchuk

l_{2}-l_{infinity} state estimation for delayed artificial neural 
networks under high-rate communication channels with Round-Robin protocol
Yuxuan Shen, Zidong Wang, Bo Shen, Fuad E. Alsaadi, Abdullah M. Dobaie

A neurodynamic approach to nonsmooth constrained pseudoconvex 
optimization problem
Chen Xu, Yiyuan Chai, Sitian Qin, Zhenkun Wang, Jiqiang Feng

Abstractive summarization of long texts by representing multiple 
compositionalities with temporal hierarchical pointer generator network
Dennis Singh Moirangthem, Minho Lee

A 3D deep supervised densely network for small organs of human temporal 
bone segmentation in CT images
Xiaoguang Li, Zhaopeng Gong, Hongxia Yin, Hui Zhang, ... Li Zhuo

Differential-game for resource aware approximate optimal control of 
large-scale nonlinear systems with multiple players
Avimanyu Sahoo, Vignesh Narayanan

Person Re-Identification with Feature Pyramid Optimization and Gradual 
Background Suppression
Yingzhi Tang, Xi Yang, Nannan Wang, Bin Song, Xinbo Gao

Learning deformable registration of medical images with anatomical 
constraints
Lucas Mansilla, Diego H. Milone, Enzo Ferrante

Universal approximation with quadratic deep networks
Fenglei Fan, Jinjun Xiong, Ge Wang