Connectionists: NEURAL NETWORKS, March 2021
Wang, Deliang
dwang at cse.ohio-state.edu
Thu Feb 25 21:58:48 EST 2021
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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