Connectionists: NEURAL NETWORKS, Sept. 2021

[Wang, Deliang]

Neural Networks - Volume 141,  September 2021
https://www.journals.elsevier.com/neural-networks


Noise effect on the temporal patterns of neural synchrony
Joel Zirkle, Leonid L. Rubchinsky

Real-time face & eye tracking and blink detection using event cameras
Cian Ryan, Brian O'Sullivan, Amr Elrasad, Aisling Cahill, ... Etienne Perot

Exponential quasi-synchronization of coupled delayed memristive neural networks via intermittent event-triggered control
Jiejie Chen, Boshan Chen, Zhigang Zeng

Modeling the grid cell activity on non-horizontal surfaces based on oscillatory interference modulated by gravity
Yihong Wang, Xuying Xu, Rubin Wang

CutCat: An augmentation method for EEG classification
Ali Al-Saegh, Shefa A. Dawwd, Jassim M. Abdul-Jabbar

Deep ANC: A deep learning approach to active noise control
Hao Zhang, DeLiang Wang

Automatic, dynamic, and nearly optimal learning rate specification via local quadratic approximation
Yingqiu Zhu, Danyang Huang, Yuan Gao, Rui Wu, ... Hansheng Wang

Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition
Ziping Zhao, Qifei Li, Zixing Zhang, Nicholas Cummins, ... Bjorn W. Schuller

Reducing bias to source samples for unsupervised domain adaptation
Yalan Ye, Ziwei Huang, Tongjie Pan, Jingjing Li, Heng Tao Shen

Deep joint learning for language recognition
Lin Li, Zheng Li, Yan Liu, Qingyang Hong

Unsupervised foveal vision neural architecture with top-down attention
Ryan Burt, Nina N. Thigpen, Andreas Keil, Jose C. Principe

Emulation of wildland fire spread simulation using deep learning
Frederic Allaire, Vivien Mallet, Jean-Baptiste Filippi

Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings
Venkata Srikanth Nallanthighal, Zohreh Mostaani, Aki Harma, Helmer Strik, Mathew Magimai-Doss

Deep neural network-based generalized sidelobe canceller for dual-channel far-field speech recognition
Guanjun Li, Shan Liang, Shuai Nie, Wenju Liu, Zhanlei Yang

A neuralized feature engineering method for entity relation extraction
Yanping Chen, Weizhe Yang, Kai Wang, Yongbin Qin, ... Qinghua Zheng

Radon-Sobolev Variational Auto-Encoders
Gabriel Turinici

FastTalker: A neural text-to-speech architecture with shallow and group autoregression
Rui Liu, Berrak Sisman, Yixing Lin, Haizhou Li

Learning emotions latent representation with CVAE for text-driven expressive audiovisual speech synthesis
Sara Dahmani, Vincent Colotte, Valerian Girard, Slim Ouni

Bifurcations in a fractional-order BAM neural network with four different delays
Chengdai Huang, Juan Wang, Xiaoping Chen, Jinde Cao

Combination of deep speaker embeddings for diarisation
Guangzhi Sun, Chao Zhang, Philip C. Woodland

PC-GAIN: Pseudo-label conditional generative adversarial imputation networks for incomplete data
Yufeng Wang, Dan Li, Xiang Li, Min Yang

QTTNet: Quantized tensor train neural networks for 3D object and video recognition
Donghyun Lee, Dingheng Wang, Yukuan Yang, Lei Deng, ... Guoqi Li

Synchronization for stochastic coupled networks with Levy noise via event-triggered control
Hailing Dong, Ming Luo, Mingqing Xiao

Multi-periodicity of switched neural networks with time delays and periodic external inputs under stochastic disturbances
Zhenyuan Guo, Jingxuan Ci, Jun Wang

Neural network approximation: Three hidden layers are enough
Zuowei Shen, Haizhao Yang, Shijun Zhang

Pinning bipartite synchronization for coupled reaction-diffusion neural networks with antagonistic interactions and switching topologies
Baojun Miao, Xuechen Li, Jungang Lou, Jianquan Lu

Saturated impulsive control for synchronization of coupled delayed neural networks
Shuchen Wu, Xiaodi Li, Yanhui Ding

Learnable Heterogeneous Convolution: Learning both topology and strength

H_infinity estimation for stochastic semi-Markovian switching CVNNs with missing measurements and mode-dependent delays
Qiang Li, Jinling Liang, Hong Qu

Autoencoder networks extract latent variables and encode these variables in their connectomes
Matthew Farrell, Stefano Recanatesi, R. Clay Reid, Stefan Mihalas, Eric Shea-Brown

A deep network construction that adapts to intrinsic dimensionality beyond the domain
Alexander Cloninger, Timo Klock

Implicit adversarial data augmentation and robustness with Noise-based Learning
Priyadarshini Panda, Kaushik Roy

Residual wide-kernel deep convolutional auto-encoder for intelligent rotating machinery fault diagnosis with limited samples
Daoguang Yang, Hamid Reza Karimi, Kangkang Sun

A dual-stream deep attractor network with multi-domain learning for speech dereverberation and separation
Hangting Chen, Pengyuan Zhang

Generative Adversarial Network with Multi-branch Discriminator for imbalanced cross-species image-to-image translation
Ziqiang Zheng, Zhibin Yu, Yang Wu, Haiyong Zheng, ... Minho Lee

CRaDLe: Deep code retrieval based on semantic Dependency Learning
Wenchao Gu, Zongjie Li, Cuiyun Gao, Chaozheng Wang, ... Michael R. Lyu



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