Connectionists: NEURAL NETWORKS, June 2020

[DeLiang Wang]

Neural Networks - Volume 126, June 2020
https://www.journals.elsevier.com/neural-networks


Crowding in humans is unlike that in convolutional neural networks
Ben Lonnqvist, Alasdair D.F. Clarke, Ramakrishna Chakravarthi

NeuroBayesSLAM: Neurobiologically inspired Bayesian integration of 
multisensory information for robot navigation
Taiping Zeng, Fengzhen Tang, Daxiong Ji, Bailu Si

Probabilistic inference of binary Markov random fields in spiking neural 
networks through mean-field approximation
Yajing Zheng, Shanshan Jia, Zhaofei Yu, Tiejun Huang, ... Yonghong Tian

Dynamic resource allocation during reinforcement learning accounts for 
ramping and phasic dopamine activity
Minryung R. Song, Sang Wan Lee

Chimera states in hybrid coupled neuron populations
Ali Calim, Joaquin J. Torres, Mahmut Ozer, Muhammet Uzuntarla

Modeling coherence by ordering paragraphs using pointer networks
Divesh Pandey, C. Ravindranath Chowdary

Variational approximation error in non-negative matrix factorization
Naoki Hayashi

Deep neural networks with a set of node-wise varying activation functions
Jinhyeok Jang, Hyunjoong Cho, Jaehong Kim, Jaeyeon Lee, Seungjoon Yang

Cross-modal dual subspace learning with adversarial network
Fei Shang, Huaxiang Zhang, Jiande Sun, Liqiang Nie, Li Liu

SDARE: A stacked denoising autoencoder method for game dynamics network 
structure reconstruction
Keke Huang, Shuo Li, Penglin Dai, Zhen Wang, Zhaofei Yu

Brain MRI analysis using a deep learning based evolutionary approach
Hossein Shahamat, Mohammad Saniee Abadeh

Learning in the machine: To share or not to share?
Jordan Ott, Erik Linstead, Nicholas LaHaye, Pierre Baldi

Multi-way backpropagation for training compact deep neural networks
Yong Guo, Jian Chen, Qing Du, Anton Van Den Hengel, ... Mingkui Tan

Learning visual features under motion invariance
Alessandro Betti, Marco Gori, Stefano Melacci

A fast conformal predictive system with regularized extreme learning 
machine
Di Wang, Ping Wang, Yue Yuan, Pingping Wang, Junzhi Shi

Hyperlink regression via Bregman divergence
Akifumi Okuno, Hidetoshi Shimodaira

Automatic detection of tympanic membrane and middle ear infection from 
oto-endoscopic images via convolutional neural networks
Mohammad Azam Khan, Soonwook Kwon, Jaegul Choo, Seok Min Hong, ... Seok 
Jin Hong

Finite-time synchronization of fractional-order gene regulatory networks 
with time delay
Yuanhua Qiao, Hongyun Yan, Lijuan Duan, Jun Miao

Global exponential stabilization and lag synchronization control of 
inertial neural networks with time delays
Jichen Shi, Zhigang Zeng

Exponential synchronization of memristive neural networks with 
time-varying delays via quantized sliding-mode control
Bo Sun, Shengbo Wang, Yuting Cao, Zhenyuan Guo, ... Shiping Wen

New optimization algorithms for neural network training using operator 
splitting techniques
Cristian Daniel Alecsa, Titus Pinta, Imre Boros

Extracting boolean and probabilistic rules from trained neural networks
Pengyu Liu, Avraham A. Melkman, Tatsuya Akutsu

Automata complete computation with Hodgkin-Huxley neural networks 
composed of synfire rings
Jeremie Cabessa, Aubin Tchaptchet

Multi-view projected clustering with graph learning
Quanxue Gao, Zhizhen Wan, Ying Liang, Qianqian Wang, ... Ling Shao

Recommendation via Collaborative Autoregressive Flows
Fan Zhou, Yuhua Mo, Goce Trajcevski, Kunpeng Zhang, ... Ting Zhong

AdaEn-Net: An ensemble of adaptive 2D-3D Fully Convolutional Networks 
for medical image segmentation
Maria Baldeon Calisto, Susana K. Lai-Yuen

NFN+: A novel network followed network for retinal vessel segmentation
Yicheng Wu, Yong Xia, Yang Song, Yanning Zhang, Weidong Cai

Prediction of admission in pediatric emergency department with deep 
neural networks and triage textual data
Bruno P. Roquette, Hitoshi Nagano, Ernesto C. Marujo, Alexandre C. Maiorano

Backpropagation algorithms and Reservoir Computing in Recurrent Neural 
Networks for the forecasting of complex spatiotemporal dynamics
P.R. Vlachas, J. Pathak, B.R. Hunt, T.P. Sapsis, ... P. Koumoutsakos