Connectionists: NEURAL NETWORKS, Oct. 2019

[DeLiang Wang]

Neural Networks - Volume 118, Oct. 2019
http://www.journals.elsevier.com/neural-networks


Synchronization of chaotic neural networks with time delay via 
distributed delayed impulsive control
Zhilu Xu, Dongxue Peng, Xiaodi Li

Short-term synaptic plasticity expands the operational range of 
long-term synaptic changes in neural networks
Guanxiong Zeng, Xuhui Huang, Tianzi Jiang, Shan Yu

Principal Component Analysis based on Nuclear norm Minimization
Jian-Xun Mi, Ya-Nan Zhang, Zhihui Lai, Weisheng Li, ... Fujin Zhong

Cascade interpolation learning with double subspaces and confidence 
disturbance for imbalanced problems
Zhe Wang, Chenjie Cao

Online sequential echo state network with sparse RLS algorithm for time 
series prediction
Cuili Yang, Junfei Qiao, Zohaib Ahmad, Kaizhe Nie, Lei Wang

Global-and-local-structure-based neural network for fault detection
Haitao Zhao, Zhihui Lai, Yudong Chen

Putting a bug in ML: The moth olfactory network learns to read MNIST
Charles B. Delahunt, J. Nathan Kutz

Classification and comparison via neural networks
İlkay Yıldız, Peng Tian, Jennifer Dy, Deniz Erdogmus, ... Stratis 
Ioannidis

Biologically plausible deep learning -- But how far can we go with 
shallow networks?
Bernd Illing, Wulfram Gerstner, Johanni Brea

Label-specific feature selection and two-level label recovery for 
multi-label classification with missing labels
Jianghong Ma, Tommy W.S. Chow

Branched convolutional neural networks incorporated with Jacobian deep 
regression for facial landmark detection
Meilu Zhu, Daming Shi, Junbin Gao

Redundant feature pruning for accelerated inference in deep neural networks
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada

Improving the combination of results in the ensembles of prototype 
selectors
Gonzalo Cerruela-Garcia, Aida de Haro-Garcia, Jose Perez-Parras 
Toledano, Nicolas Garcia-Pedrajas

Looking to the future: Learning from experience, averting catastrophe
Gail A. Carpenter

A multimodal convolutional neuro-fuzzy network for emotion understanding 
of movie clips
Tuan-Linh Nguyen, Swathi Kavuri, Minho Lee

Group variable selection via l_{p,0} regularization and application to 
optimal scoring
Duy Nhat Phan, Hoai An Le Thi

Investigating the transferring capability of capsule networks for text 
classification
Min Yang, Wei Zhao, Lei Chen, Qiang Qu, ... Ying Shen

Recurrent transform learning
Angshul Majumdar, Megha Gupta

Multi-perspective neural architecture for recommendation system
Han Xiao, Yidong Chen, Xiaodong Shi, Ge Xu

A distributed semi-supervised learning algorithm based on manifold 
regularization using wavelet neural network
Jin Xie, Sanyang Liu, Hao Dai

Efficient inexact proximal gradient algorithms for structured 
sparsity-inducing norm
Bin Gu, Xiang Geng, Xiang Li, Guansheng Zheng

Combining Hopfield neural networks, with applications to grid-based 
mathematics puzzles
M. Fitzsimmons, H. Kunze

Quasi-projective and complete synchronization of fractional-order 
complex-valued neural networks with time delays
Hong-Li Li, Cheng Hu, Jinde Cao, Haijun Jiang, Ahmed Alsaedi

Depth with nonlinearity creates no bad local minima in ResNets
Kenji Kawaguchi, Yoshua Bengio

Compositionally-warped Gaussian processes
Gonzalo Rios, Felipe Tobar

Correlation-based channel selection and regularized feature optimization 
for MI-based BCI
Jing Jin, Yangyang Miao, Ian Daly, Cili Zuo, ... Andrzej Cichocki

Delay-dependent criterion for asymptotic stability of a class of 
fractional-order memristive neural networks with time-varying delays
Liping Chen, Tingwen Huang, J.A. Tenreiro Machado, Antonio M. Lopes, ... 
Ranchao Wu

Exponential synchronization of semi-Markovian coupled neural networks 
with mixed delays via tracker information and quantized output controller
Xiaoxiao Wan, Xinsong Yang, Rongqiang Tang, Zunshui Cheng, ... Fuad E. 
Alsaadi

Connecting PM and MAP in Bayesian spectral deconvolution by extending 
exchange Monte Carlo method and using multiple data sets
Kimiko Motonaka, Seiji Miyoshi

Shunt connection: An intelligent skipping of contiguous blocks for 
optimizing MobileNet-V2
Brijraj Singh, Durga Toshniwal, Sharan Kumar Allur

Enhancing images of shale formations by a hybrid stochastic and deep 
learning algorithm
Serveh Kamrava, Pejman Tahmasebi, Muhammad Sahimi

Efficient training of interval Neural Networks for imprecise training data
Jonathan Sadeghi, Marco de Angelis, Edoardo Patelli