Connectionists: NEURAL NETWORKS, March 2021

[Wang, Deliang]

Neural Networks - Volume 135, March 2021
https://www.journals.elsevier.com/neural-networks

A comprehensive study of class incremental learning algorithms for visual tasks
Eden Belouadah, Adrian Popescu, Ioannis Kanellos

Finite-time cluster synchronization in complex-variable networks with fractional-order and nonlinear coupling
Shuai Yang, Cheng Hu, Juan Yu, Haijun Jiang

Insights on the role of external globus pallidus in controlling absence seizures
Mingming Chen, Yajie Zhu, Renping Yu, Yuxia Hu, ... Daqing Guo

Sparse deep dictionary learning identifies differences of time-varying functional connectivity in brain neuro-developmental study
Chen Qiao, Lan Yang, Vince D. Calhoun, Zong-Ben Xu, Yu-Ping Wang

Exploitation of image statistics with sparse coding in the case of stereo vision
Gerrit A. Ecke, Harald M. Papp, Hanspeter A. Mallot

DAPath: Distance-aware knowledge graph reasoning based on deep reinforcement learning
Prayag Tiwari, Hongyin Zhu, Hari Mohan Pandey

Quantum-inspired canonical correlation analysis for exponentially large dimensional data
Naoko Koide-Majima, Kei Majima

Information Aware max-norm Dirichlet networks for predictive uncertainty estimation
Theodoros Tsiligkaridis

Modular deep reinforcement learning from reward and punishment for robot navigation
Jiexin Wang, Stefan Elfwing, Eiji Uchibe

Semi-supervised disentangled framework for transferable named entity recognition
Zhifeng Hao, Di Lv, Zijian Li, Ruichu Cai, ... Boyan Xu

Deep-gKnock: Nonlinear group-feature selection with deep neural networks
Guangyu Zhu, Tingting Zhao

Deep multi-kernel auto-encoder network for clustering brain functional connectivity data
Hu Lu, Saixiong Liu, Hui Wei, Chao Chen, Xia Geng

Generative Restricted Kernel Machines: A framework for multi-view generation and disentangled feature learning
Arun Pandey, Joachim Schreurs, Johan A.K. Suykens

Self-organized operational neural networks for severe image restoration problems
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj

Resilient asynchronous state estimation of Markov switching neural networks: A hierarchical structure approach
Jun Cheng, Yuyan Wu, Lianglin Xiong, Jinde Cao, Ju H. Park

Constraints on Hebbian and STDP learned weights of a spiking neuron
Dominique Chu, Huy Le Nguyen

Artificial fly visual joint perception neural network inspired by multiple-regional collision detection
Lun Li, Zhuhong Zhang, Jiaxuan Lu

Greedy auto-augmentation for n-shot learning using deep neural networks
Alireza Naghizadeh, Dimitris N. Metaxas, Dongfang Liu
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