Connectionists: NEURAL NETWORKS, Dec. 2022

[Wang, Deliang]

Neural Networks - Volume 156, December 2022
https://www.journals.elsevier.com/neural-networks


Synchronization of multi-cluster complex networks
Tianping Chen

EEG decoding method based on multi-feature information fusion for spinal cord injury
Fangzhou Xu, Jincheng Li, Gege Dong, Jianfei Li, ... Jiancai Leng

A leader-following paradigm based deep reinforcement learning method for multi-agent cooperation games
Feiye Zhang, Qingyu Yang, Dou An

DEFEAT: Decoupled feature attack across deep neural networks
Lifeng Huang, Chengying Gao, Ning Liu

Switching pinning control for memristive neural networks system with Markovian switching topologies
Ning Li, Wei Xing Zheng

Label smoothing and task-adaptive loss function based on prototype network for few-shot learning
Farong Gao, Xingsheng Luo, Zhangyi Yang, Qizhong Zhang

MG-CNN: A deep CNN to predict saddle points of matrix games
Dawen Wu, Abdel Lisser

Not all edges are peers: Accurate structure-aware graph pooling networks
Hualei Yu, Jinliang Yuan, Yirong Yao, Chongjun Wang

BAT: Block and token self-attention for speech emotion recognition
Jianjun Lei, Xiangwei Zhu, Ying Wang

Robust image hashing for content identification through contrastive self-supervised learning
Jesús Fonseca-Bustos, Kelsey Alejandra Ramírez-Gutiérrez, Claudia Feregrino-Uribe

3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision
Shubhajit Basak, Peter Corcoran, Rachel McDonnell, Michael Schukat

Surface similarity parameter: A new machine learning loss metric for oscillatory spatio-temporal data
Mathies Wedler, Merten Stender, Marco Klein, Svenja Ehlers, Norbert Hoffmann

Neural network-based event-triggered data-driven control of disturbed nonlinear systems with quantized input
Xianming Wang, Hamid Reza Karimi, Mouquan Shen, Dan Liu, ... Jiantao Shi

Shared subspace-based radial basis function neural network for identifying ncRNAs subcellular localization
Yijie Ding, Prayag Tiwari, Fei Guo, Quan Zou

One-shot many-to-many facial reenactment using Bi-Layer Graph Convolutional Networks
Uzair Saeed, Ammar Armghan, Wang Quanyu, Fayadh Alenezi, ... Prayag Tiwari

Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding
Mohan Timilsina, Vít Nováček, Mathieu d’Aquin, Haixuan Yang

Feature extraction framework based on contrastive learning with adaptive positive and negative samples
Hongjie Zhang, Siyu Zhao, Wenwen Qiang, Yingyi Chen, Ling Jing

Event-triggered H_infinity consensus for uncertain nonlinear systems using integral sliding mode based adaptive dynamic programming
Zitao Chen, Kairui Chen, Si-Zhe Chen, Yun Zhang

Adaptive graph convolutional clustering network with optimal probabilistic graph
Jiayi Zhao, Jipeng Guo, Yanfeng Sun, Junbin Gao, ... Baocai Yin

Time series (re)sampling using Generative Adversarial Networks
Christian M. Dahl, Emil N. Sørensen

Perturbation of deep autoencoder weights for model compression and classification of tabular data
Sakib Abrar, Manar D. Samad

Lag H_infinity synchronization in coupled reaction–diffusion neural networks with multiple state or derivative couplings
Lu Wang, Yougang Bian, Zhenyuan Guo, Manjiang Hu

Extraction of bouton-like structures from neuropil calcium imaging data
Kazushi Fukumasu, Akinao Nose, Hiroshi Kohsaka

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