Connectionists: NEURAL NETWORKS, Feb. 2019

[DeLiang Wang]

Neural Networks - Volume 110, February 2019
http://www.journals.elsevier.com/neural-networks


Accelerating deep learning with memcomputing
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra

Saliency model based on a neural population for integrating figure 
direction and organizing Border Ownership
Nobuhiko Wagatsuma

Luminance gradients and non-gradients as a cue for distinguishing 
reflectance and illumination in achromatic images: A computational approach
Alejandro Lerer, Hans Super, Matthias S. Keil

Heterogeneity of synaptic input connectivity regulates spike-based 
neuronal avalanches
Shengdun Wu, Yangsong Zhang, Yan Cui, Heng Li, ... Daqing Guo

Estimating coupling strength between multivariate neural series with 
multivariate permutation conditional mutual information
Dong Wen, Peilei Jia, Sheng-Hsiou Hsu, Yanhong Zhou, ... Lei Wang

A hypothetical neural network model for generation of human precision grip
Yuki Moritani, Naomichi Ogihara

Kafnets: Kernel-based non-parametric activation functions for neural 
networks
Simone Scardapane, Steven Van Vaerenbergh, Simone Totaro, Aurelio Uncini

Concept learning through deep reinforcement learning with 
memory-augmented neural networks
Jing Shi, Jiaming Xu, Yiqun Yao, Bo Xu

Regularization of deep neural networks with spectral dropout
Salman H. Khan, Munawar Hayat, Fatih Porikli

Emergent neural turing machine and its visual navigation
Zejia Zheng, Xiang Wu, Juyang Weng

A density-based competitive data stream clustering network with 
self-adaptive distance metric
Baile Xu, Furao Shen, Jinxi Zhao

Ensemble Neural Networks (ENN): A gradient-free stochastic method
Yuntian Chen, Haibin Chang, Jin Meng, Dongxiao Zhang

A compact network learning model for distribution regression
Connie Khor Li Kou, Hwee Kuan Lee, Teck Khim Ng

Research on a learning rate with energy index in deep learning
Huizhen Zhao, Fuxian Liu, Han Zhang, Zhibing Liang

Particle swarm optimization for network-based data classification
Murillo G. Carneiro, Ran Cheng, Liang Zhao, Yaochu Jin

Modulations of dendritic Ca2+ spike with weak electric fields in layer 5 
pyramidal cells
Guosheng Yi, Xile Wei, Jiang Wang, Bin Deng, Yanqiu Che

Event-triggered impulsive control on quasi-synchronization of memristive 
neural networks with time-varying delays
Yufeng Zhou, Zhigang Zeng

Synchronization-induced spike termination in networks of bistable neurons
Muhammet Uzuntarla, Joaquin J. Torres, Ali Calim, Ernest Barreto

Synchronization in uncertain fractional-order memristive complex-valued 
neural networks with multiple time delays
Weiwei Zhang, Hai Zhang, Jinde Cao, Fuad E. Alsaadi, Dingyuan Chen

A comparison of deep networks with ReLU activation function and linear 
spline-type methods
Konstantin Eckle, Johannes Schmidt-Hieber

ADA-Tucker: Compressing deep neural networks via adaptive dimension 
adjustment tucker decomposition
Zhisheng Zhong, Fangyin Wei, Zhouchen Lin, Chao Zhang