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Neural Networks, Volume 131
Volume 131, November 2020
- Xiao-Zhen Liu
, Kaining Wu
, Weihai Zhang:
Intermittent boundary stabilization of stochastic reaction-diffusion Cohen-Grossberg neural networks. 1-13
- Bruno Légora Souza da Silva
, Fernando Kentaro Inaba
, Evandro Ottoni Teatini Salles, Patrick Marques Ciarelli
:
Fast Deep Stacked Networks based on Extreme Learning Machine applied to regression problems. 14-28
- Eduardo Paluzo-Hidalgo
, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo
:
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach. 29-36
- Damien Drix
, Verena V. Hafner
, Michael Schmuker
:
Sparse coding with a somato-dendritic rule. 37-49
- Weihao Xia
, Yujiu Yang
, Jing-Hao Xue
:
Unsupervised multi-domain multimodal image-to-image translation with explicit domain-constrained disentanglement. 50-63
- Assaf Cohen
, Aviad Cohen
, Nir Nissim
:
ASSAF: Advanced and Slim StegAnalysis Detection Framework for JPEG images based on deep convolutional denoising autoencoder and Siamese networks. 64-77
- Xuechen Li, Nan Wang, Jungang Lou
, Jianquan Lu
:
Global μ-synchronization of impulsive pantograph neural networks. 78-92
- Zhao Kang
, Xiao Lu
, Jian Liang, Kun Bai
, Zenglin Xu:
Relation-Guided Representation Learning. 93-102 - Callie Federer, Haoyan Xu, Alona Fyshe
, Joel Zylberberg:
Improved object recognition using neural networks trained to mimic the brain's statistical properties. 103-114 - Chengdai Huang
, Heng Liu
, Xiangyun Shi
, Xiaoping Chen, Min Xiao, Zhengxin Wang, Jinde Cao:
Bifurcations in a fractional-order neural network with multiple leakage delays. 115-126 - Vaibhav B. Sinha
, Sneha Kudugunta
, Adepu Ravi Sankar, Surya Teja Chavali, Vineeth N. Balasubramanian
:
DANTE: Deep alternations for training neural networks. 127-143 - Shan Xue, Biao Luo
, Derong Liu
:
Integral reinforcement learning based event-triggered control with input saturation. 144-153
- Zhiying Fang
, Han Feng
, Shuo Huang
, Ding-Xuan Zhou
:
Theory of deep convolutional neural networks II: Spherical analysis. 154-162 - Chongyang Chen, Song Zhu, Min Wang, Chunyu Yang
, Zhigang Zeng:
Finite-time stabilization and energy consumption estimation for delayed neural networks with bounded activation function. 163-171
- Han Xiao
:
Hungarian layer: A novel interpretable neural layer for paraphrase identification. 172-184 - Tomaso Fontanini
, Eleonora Iotti
, Luca Donati
, Andrea Prati
:
MetalGAN: Multi-domain label-less image synthesis using cGANs and meta-learning. 185-200 - Liming Yang, Yakun Wen, Min Zhang, Xue Wang:
Twin minimax probability machine for pattern classification. 201-214 - Dingheng Wang, Guangshe Zhao, Guoqi Li
, Lei Deng
, Yang Wu:
Compressing 3DCNNs based on tensor train decomposition. 215-230
- Peng Yi, ShiNung Ching
:
Synthesis of recurrent neural dynamics for monotone inclusion with application to Bayesian inference. 231-241 - Nijing Yang
, Yongbin Yu, Shouming Zhong, Xiangxiang Wang, Kaibo Shi, Jingye Cai:
Exponential synchronization of stochastic delayed memristive neural networks via a novel hybrid control. 242-250 - Chunwei Tian, Lunke Fei
, Wenxian Zheng, Yong Xu
, Wangmeng Zuo
, Chia-Wen Lin
:
Deep learning on image denoising: An overview. 251-275
- Hongwei Jiang, Bin Zou
, Chen Xu
, Jie Xu, Yuan Yan Tang:
SVM-Boosting based on Markov resampling: Theory and algorithm. 276-290
- Hang Su
, Yingbai Hu
, Hamid Reza Karimi, Alois C. Knoll
, Giancarlo Ferrigno
, Elena De Momi
:
Improved recurrent neural network-based manipulator control with remote center of motion constraints: Experimental results. 291-299 - Xiaoyang Liu, Zhigang Zeng, Donald C. Wunsch II:
Memristor-based LSTM network with in situ training and its applications. 300-311
- Zhicheng He, Jie Liu, Kai Dang, Fuzhen Zhuang
, Yalou Huang:
Leveraging maximum entropy and correlation on latent factors for learning representations. 312-323
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