Connectionists: NEURAL NETWORKS, Jan. 2020

[DeLiang Wang]

Neural Networks - Volume 121, Jan. 2020
http://www.journals.elsevier.com/neural-networks


Growing to Meet the Publishing Demands of the Deep Learning Era
Kenji Doya, DeLiang Wang

Label-activating framework for zero-shot learning
Yang Liu, Xinbo Gao, Quanxue Gao, Jungong Han, Ling Shao

Centralized/decentralized event-triggered pinning synchronization of 
stochastic coupled networks with noise and incomplete transitional rate
Hailing Dong, Jiamu Zhou, Mingqing Xiao

Modeling place cells and grid cells in multi-compartment environments: 
Entorhinal-hippocampal loop as a multisensory integration circuit
Tianyi Li, Angelo Arleo, Denis Sheynikhovich

Spiking Neural Networks and online learning: An overview and perspectives
Jesus L. Lobo, Javier Del Ser, Albert Bifet, Nikola Kasabov

Sliding mode control of neural networks via continuous or periodic 
sampling event-triggering algorithm
Shiqin Wang, Yuting Cao, Tingwen Huang, Yiran Chen, ... Shiping Wen

Operation-aware Neural Networks for user response prediction
Yi Yang, Baile Xu, Shaofeng Shen, Furao Shen, Jian Zhao

An analysis of training and generalization errors in shallow and deep 
networks
H.N. Mhaskar, T. Poggio

Event-triggered passivity and synchronization of delayed 
multiple-weighted coupled reaction-diffusion neural networks with 
non-identical nodes
Shanrong Lin, Yanli Huang, Shunyan Ren

Embedding topological features into convolutional neural network salient 
object detection
Lecheng Zhou, Xiaodong Gu

Interfering with a memory without erasing its trace
Gesa Lange, Mario Senden, Alexandra Radermacher, Peter De Weerd

A biologically plausible supervised learning method for spiking neural 
networks using the symmetric STDP rule
Yunzhe Hao, Xuhui Huang, Meng Dong, Bo Xu

Integrating joint feature selection into subspace learning: A 
formulation of 2DPCA for outliers robust feature selection
Imran Razzak, Raghib Abu Saris, Michael Blumenstein, Guandong Xu

Synchronization in an array of coupled neural networks with delayed 
impulses: Average impulsive delay method
Bangxin Jiang, Jianquan Lu, Jungang Lou, Jianlong Qiu

Deep CovDenseSNN: A hierarchical event-driven dynamic framework with 
spiking neurons in noisy environment
Qi Xu, Jianxin Peng, Jiangrong Shen, Huajin Tang, Gang Pan

How are response properties in the middle temporal area related to 
inference on visual motion patterns?
Omid Rezai, Lucas Stoffl, Bryan Tripp

Gated spiking neural network using Iterative Free-Energy Optimization 
and rank-order coding for structure learning in memory sequences 
(INFERNO GATE)
Alexandre Pitti, Mathias Quoy, Catherine Lavandier, Sofiane Boucenna

Distinct role of flexible and stable encodings in sequential working memory
Hyeonsu Lee, Woochul Choi, Youngjin Park, Se-Bum Paik

The GH-EXIN neural network for hierarchical clustering
Giansalvo Cirrincione, Gabriele Ciravegna, Pietro Barbiero, Vincenzo 
Randazzo, Eros Pasero

Named entity recognition in electronic health records using transfer 
learning bootstrapped Neural Networks
Luka Gligic, Andrey Kormilitzin, Paul Goldberg, Alejo Nevado-Holgado

Tree-CNN: A hierarchical Deep Convolutional Neural Network for 
incremental learning
Deboleena Roy, Priyadarshini Panda, Kaushik Roy

Deep learning and deep knowledge representation in Spiking Neural 
Networks for Brain-Computer Interfaces
Kaushalya Kumarasinghe, Nikola Kasabov, Denise Taylor

Distributed dual vigilance fuzzy adaptive resonance theory learns 
online, retrieves arbitrarily-shaped clusters, and mitigates order 
dependence
Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch

Rethinking the performance comparison between SNNS and ANNS
Lei Deng, Yujie Wu, Xing Hu, Ling Liang, ... Yuan Xie

Using a deep convolutional neural network to predict 2017 ozone 
concentrations, 24 hours in advance
Alqamah Sayeed, Yunsoo Choi, Ebrahim Eslami, Yannic Lops, ... Jia Jung

Adaptive latent similarity learning for multi-view clustering
Deyan Xie, Quanxue Gao, Qianqian Wang, Xiangdong Zhang, Xinbo Gao

A sparse deep belief network with efficient fuzzy learning framework
Gongming Wang, Qing-Shan Jia, Junfei Qiao, Jing Bi, Caixia Liu

Image denoising using deep CNN with batch renormalization
Chunwei Tian, Yong Xu, Wangmeng Zuo

Adaptive fault-tolerant consensus for a class of leader-following 
systems using neural network learning strategy
Xiaozheng Jin, Xianfeng Zhao, Jiguo Yu, Xiaoming Wu, Jing Chi

Privacy-enhanced multi-party deep learning
Maoguo Gong, Jialun Feng, Yu Xie

Multi-output parameter-insensitive kernel twin SVR model
Yanmeng Li, Huaijiang Sun, Wenzhu Yan, Xiaoqian Zhang

Dynamic behaviors of the FitzHugh-Nagumo neuron model with 
state-dependent impulsive effects
Zhilong He, Chuandong Li, Ling Chen, Zhengran Cao

Indirect and direct training of spiking neural networks for end-to-end 
control of a lane-keeping vehicle
Zhenshan Bing, Claus Meschede, Guang Chen, Alois Knoll, Kai Huang

On the validity of memristor modeling in the neural network literature
Yuriy V. Pershin, Massimiliano Di Ventra

MultiResUNet : Rethinking the U-Net architecture for multimodal 
biomedical image segmentation
Nabil Ibtehaz, M. Sohel Rahman

Deep neural network and data augmentation methodology for off-axis iris 
segmentation in wearable headsets
Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran

Recognition of words from brain-generated signals of speech-impaired 
people: Application of autoencoders as a neural Turing machine 
controller in deep neural networks
Behzad Boloukian, Faramarz Safi-Esfahani

Event-driven implementation of deep spiking convolutional neural 
networks for supervised classification using the SpiNNaker neuromorphic 
platform
Alberto Patino-Saucedo, Horacio Rostro-Gonzalez, Teresa 
Serrano-Gotarredona, Bernabe Linares-Barranco

A waiting-time-based event-triggered scheme for stabilization of 
complex-valued neural networks
Xiaohong Wang, Zhen Wang, Qiankun Song, Hao Shen, Xia Huang

Finite-time resilient H_infinity state estimation for discrete-time 
delayed neural networks under dynamic event-triggered mechanism
Yufei Liu, Bo Shen, Huisheng Shu

Design Space Exploration of Hardware Spiking Neurons for Embedded 
Artificial Intelligence
Nassim Abderrahmane, Edgar Lemaire, Benoit Miramond