Connectionists: NEURAL NETWORKS, June 2022

[Wang, Deliang]

Neural Networks - Volume 150, June 2022
https://www.journals.elsevier.com/neural-networks


A differential Hebbian framework for biologically-plausible motor control
Sergio Verduzco-Flores, William Dorrell, Erik De Schutter

The passive properties of dendrites modulate the propagation of slowly-varying firing rate in feedforward networks
Tianshi Gao, Bin Deng, Jixuan Wang, Jiang Wang, Guosheng Yi

Towards improving fast adversarial training in multi-exit network
Sihong Chen, Haojing Shen, Ran Wang, Xizhao Wang

A class-specific mean vector-based weighted competitive and collaborative representation method for classification
Jianping Gou, Xin He, Junyu Lu, Hongxing Ma, ... Yunhao Yuan

Boosting the transferability of adversarial examples via stochastic serial attack
Lingguang Hao, Kuangrong Hao, Bing Wei, Xue-song Tang

Unsupervised feature selection via adaptive autoencoder with redundancy control
Xiaoling Gong, Ling Yu, Jian Wang, Kai Zhang, ... Nikhil R. Pal

Robust multi-view subspace clustering based on consensus representation and orthogonal diversity
Nan Zhao, Jie Bu

Attributes learning network for generalized zero-shot learning
Yu Yun, Sen Wang, Mingzhen Hou, Quanxue Gao

SelfVIO: Self-supervised deep monocular Visual-Inertial Odometry and depth estimation
Yasin Almalioglu, Mehmet Turan, Muhamad Risqi U. Saputra, Pedro P.B. de Gusmão, ... Niki Trigoni

Augmented Graph Neural Network with hierarchical global-based residual connections
Asmaa Rassil, Hiba Chougrad, Hamid Zouaki

Lifelong 3D object recognition and grasp synthesis using dual memory recurrent self-organization networks
Krishnakumar Santhakumar, Hamidreza Kasaei

A novel ramp loss-based multi-task twin support vector machine with multi-parameter safe acceleration

Learning online visual invariances for novel objects via supervised and self-supervised training
Valerio Biscione, Jeffrey S. Bowers

A self-learning cognitive architecture exploiting causality from rewards
Hongming Li, Ran Dou, Andreas Keil, Jose C. Principe

A whole brain probabilistic generative model: Toward realizing cognitive architectures for developmental robots
Tadahiro Taniguchi, Hiroshi Yamakawa, Takayuki Nagai, Kenji Doya, ... Akira Taniguchi

Deep feature fusion based childhood epilepsy syndrome classification from electroencephalogram
Xiaonan Cui, Dinghan Hu, Peng Lin, Jiuwen Cao, ... Feng Gao

Efficient learning rate adaptation based on hierarchical optimization approach
Gyoung S. Na

All by Myself: Learning individualized competitive behavior with a contrastive reinforcement learning optimization
Pablo Barros, Alessandra Sciutti

A BERT based dual-channel explainable text emotion recognition system
Puneet Kumar, Balasubramanian Raman

Selective particle attention: Rapidly and flexibly selecting features for deep reinforcement learning
Sam Blakeman, Denis Mareschal

Predicting progression of Alzheimer's disease using forward-to-backward bi-directional network with integrative imputation
Ngoc-Huynh Ho, Hyung-Jeong Yang, Jahae Kim, Duy-Phuong Dao, ... Sudarshan Pant

A zeroing neural dynamics based acceleration optimization approach for optimizers in deep neural networks
Shan Liao, Shubin Li, Jiayong Liu, Haoen Huang, Xiuchun Xiao

Quasi-synchronization of fractional-order multi-layer networks with mismatched parameters via delay-dependent impulsive feedback control
Yao Xu, Jingjing Liu, Wenxue Li

Synchronization and state estimation for discrete-time coupled delayed complex-valued neural networks with random system parameters
Yufei Liu, Bo Shen, Ping Zhang

Event-triggered delayed impulsive control for nonlinear systems with application to complex neural networks
Mingzhu Wang, Xiaodi Li, Peiyong Duan

Universality of gradient descent neural network training
G. Welper

Novel projection neurodynamic approaches for constrained convex optimization
You Zhao, Xiaofeng Liao, Xing He

Compression of Deep Neural Networks based on quantized tensor decomposition to implement on reconfigurable hardware platforms
Amirreza Nekooei, Saeed Safari

Two-stage streaming keyword detection and localization with multi-scale depthwise temporal convolution
Jingyong Hou, Lei Xie, Shilei Zhang

Uncertainty-aware hierarchical segment-channel attention mechanism for reliable and interpretable multichannel signal classification
Jiyoon Lee, Seoung Bum Kim

Connectome of memristive nanowire networks through graph theory
Gianluca Milano, Enrique Miranda, Carlo Ricciardi
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