Connectionists: NEURAL NETWORKS, Feb. 2021

[Wang, Deliang]

Neural Networks - Volume 134,February 2021
https://www.journals.elsevier.com/neural-networks

State bounding for fuzzy memristive neural networks with bounded input disturbances
Yu Gao, Song Zhu, Chunyu Yang, Shiping Wen

Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task
Xiaohan Zhang, Lu Liu, Guodong Long, Jing Jiang, Shenquan Liu

A brain-inspired network architecture for cost-efficient object recognition in shallow hierarchical neural networks
Youngjin Park, Seungdae Baek, Se-Bum Paik

Deep-learned spike representations and sorting via an ensemble of auto-encoders
Junsik Eom, In Yong Park, Sewon Kim, Hanbyol Jang, ... Dosik Hwang

Modality independent adversarial network for generalized zero shot image classification
Haofeng Zhang, Yinduo Wang, Yang Long, Longzhi Yang, Ling Shao

Learning sparse and meaningful representations through embodiment
Viviane Clay, Peter Konig, Kai-Uwe Kuhnberger, Gordon Pipa

Particle swarm optimized neural networks based local tracking control scheme of unknown nonlinear interconnected systems
Bo Zhao, Fangchao Luo, Haowei Lin, Derong Liu

Necessary conditions for STDP-based pattern recognition learning in a memristive spiking neural network
V.A. Demin, D.V. Nekhaev, I.A. Surazhevsky, K.E. Nikiruy, ... M.V. Kovalchuk

Efficient architecture for deep neural networks with heterogeneous sensitivity
Hyunjoong Cho, Jinhyeok Jang, Chanhyeok Lee, Seungjoon Yang

Bridging multimedia heterogeneity gap via Graph Representation Learning for cross-modal retrieval
Qingrong Cheng, Xiaodong Gu

Approximation rates for neural networks with encodable weights in smoothness spaces
Ingo Guhring, Mones Raslan

Effect of diverse recoding of granule cells on optokinetic response in a cerebellar ring network with synaptic plasticity
Sang-Yoon Kim, Woochang Lim

Distant Supervision Relation Extraction via adaptive dependency-path and additional knowledge graph supervision
Yong Shi, Yang Xiao, Pei Quan, MingLong Lei, Lingfeng Niu

Generating photo-realistic training data to improve face recognition accuracy
Daniel Saez Trigueros, Li Meng, Margaret Hartnett

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