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Neural Networks, Volume 110
Volume 110, February 2019
- Haik Manukian
, Fabio L. Traversa, Massimiliano Di Ventra:
Accelerating deep learning with memcomputing. 1-7
- Guosheng Yi, Xile Wei
, Jiang Wang, Bin Deng, Yanqiu Che
:
Modulations of dendritic Ca2+ spike with weak electric fields in layer 5 pyramidal cells. 8-18
- Simone Scardapane
, Steven Van Vaerenbergh
, Simone Totaro, Aurelio Uncini:
Kafnets: Kernel-based non-parametric activation functions for neural networks. 19-32
- Nobuhiko Wagatsuma:
Saliency model based on a neural population for integrating figure direction and organizing Border Ownership. 33-46
- Jing Shi
, Jiaming Xu
, Yiqun Yao, Bo Xu:
Concept learning through deep reinforcement learning with memory-augmented neural networks. 47-54
- Yufeng Zhou
, Zhigang Zeng:
Event-triggered impulsive control on quasi-synchronization of memristive neural networks with time-varying delays. 55-65
- Alejandro Lerer, Hans Supèr
, Matthias S. Keil:
Luminance gradients and non-gradients as a cue for distinguishing reflectance and illumination in achromatic images: A computational approach. 66-81
- Salman H. Khan, Munawar Hayat
, Fatih Porikli:
Regularization of deep neural networks with spectral dropout. 82-90
- Shengdun Wu
, Yangsong Zhang, Yan Cui
, Heng Li, Jiakang Wang, Lijun Guo, Yang Xia, Dezhong Yao
, Peng Xu, Daqing Guo:
Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches. 91-103
- Zhisheng Zhong
, Fangyin Wei, Zhouchen Lin, Chao Zhang:
ADA-Tucker: Compressing deep neural networks via adaptive dimension adjustment tucker decomposition. 104-115
- Zejia Zheng
, Xiang Wu
, Juyang Weng:
Emergent neural turing machine and its visual navigation. 116-130
- Muhammet Uzuntarla
, Joaquín J. Torres
, Ali Calim
, Ernest Barreto
:
Synchronization-induced spike termination in networks of bistable neurons. 131-140
- Baile Xu, Furao Shen, Jinxi Zhao:
A density-based competitive data stream clustering network with self-adaptive distance metric. 141-158
- Dong Wen
, Peilei Jia, Sheng-Hsiou Hsu
, Yanhong Zhou, Xifa Lan, Dong Cui, Guolin Li, Shimin Yin, Lei Wang:
Estimating coupling strength between multivariate neural series with multivariate permutation conditional mutual information. 159-169
- Yuntian Chen
, Haibin Chang, Jin Meng
, Dongxiao Zhang
:
Ensemble Neural Networks (ENN): A gradient-free stochastic method. 170-185
- Weiwei Zhang
, Hai Zhang
, Jinde Cao
, Fuad E. Alsaadi
, Dingyuan Chen:
Synchronization in uncertain fractional-order memristive complex-valued neural networks with multiple time delays. 186-198
- Connie Khor Li Kou
, Hwee Kuan Lee, Teck Khim Ng:
A compact network learning model for distribution regression. 199-212
- Yuki Moritani, Naomichi Ogihara
:
A hypothetical neural network model for generation of human precision grip. 213-224
- Huizhen Zhao, Fuxian Liu, Han Zhang, Zhibing Liang:
Research on a learning rate with energy index in deep learning. 225-231
- Konstantin Eckle, Johannes Schmidt-Hieber:
A comparison of deep networks with ReLU activation function and linear spline-type methods. 232-242
- Murillo G. Carneiro
, Ran Cheng
, Liang Zhao
, Yaochu Jin
:
Particle swarm optimization for network-based data classification. 243-255
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