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Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 17
Authors:  Liang, Qian;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download:11/0  |  Submit date:2020/08/24
spiking neural network  sequential memory  episodic memory  spike-timing-dependent plasticity  time perception  musical learning  
Encoding Primitives Generation Policy Learning for Robotic Arm to Overcome Catastrophic Forgetting in Sequential Multi-tasks Learning 期刊论文
Neural Networks, 2020, 期号: 2020.06.003, 页码: 12
Authors:  Xiong, Fangzhou;  Liu, Zhiyong;  Huang, Kaizhu;  Yang, Xu;  Qiao, Hong;  Amir Hussain
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Sequential multi-tasks learning, Continual learning, Catastrophic forgetting, Robotics  
基于多中心脑影像的阿尔茨海默病异常模式及分类研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:  金丹
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阿尔茨海默, 磁共振成像,计算机辅助诊断, 脑结构和功能,荟萃分析  
面向非平稳环境的知识迁移方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  李怀宇
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元学习  持续学习  知识迁移  灾难遗忘  生成式对抗网络  
基于好奇心的类脑脉冲神经网络模型 学位论文
工程硕士学位, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  史梦婷
Adobe PDF(24143Kb)  |  Favorite  |  View/Download:43/0  |  Submit date:2020/06/16
类脑智能  脉冲神经网络  好奇心  可塑性  主动学习  
Grab-AD: Generalizability and reproducibility of altered brain activity and diagnostic classification in Alzheimer's Disease 期刊论文
Human Brain Mapping, 2020, 期号: 0, 页码: 0
Authors:  Jin, Dan;  Wang, Pan;  Zalesky, Andrew;  Liu, Bing;  Song, Chengyuan;  Wang, Dawei;  Xu, Kaibin;  Yang, Hongwei;  Zhang, Zengqiang;  Yao, Hongxiang;  Zhou Bo;  Han, Tong;  Zuo, Nianming;  Han, Ying;  Lu, Jie;  Wang, Qing;  Yu, Chunshui;  Zhang, Xinqing;  Zhang, Xi;  Jiang, Tainzi;  Zhou, Yuying;  Liu, Yong
View  |  Adobe PDF(7097Kb)  |  Favorite  |  View/Download:23/2  |  Submit date:2020/06/10
activity  Alzheimer's disease  functional connectivity  multicenter  resting-state fMRI  
Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships 期刊论文
NEUROIMAGE, 2020, 卷号: 207, 期号: 116370, 页码: 11
Authors:  Jiang, Rongtao;  Zuo, Nianming;  Ford, Judith M.;  Qi, Shile;  Zhi, Dongmei;  Zhuo, Chuanjun;  Xu, Yong;  Fu, Zening;  Bustillo, Juan;  Turner, Jessica A.;  Calhoun, Vince D.;  Sui, Jing
View  |  Adobe PDF(4262Kb)  |  Favorite  |  View/Download:36/2  |  Submit date:2020/03/30
Individualized prediction  Reading comprehension  Task state  Functional connectivity  Cognitive demand  
A Curiosity-Based Learning Method for Spiking Neural Networks 期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 期号: 14, 页码: 7
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
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Curiosity  Spiking Neural Network  Novelty  Stdp  Voltage-driven Plasticity-centric Snn  
Computational modeling of Emotion-motivated Decisions for Continuous Control of Mobile Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 期号: 2020, 页码: 1-14
Authors:  Huang, Xiao;  Wu, Wei;  Qiao, Hong
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Brain-inspired Computing  Emotion-motivated Learning  Emotion-memory Interactions  Decision-making  Reinforcement Learning  
Connecting Model-Based and Model-Free Control With Emotion Modulation in Learning Systems 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: 10, 期号: 4, 页码: 1-15
Authors:  Huang, Xiao;  Wu, Wei;  Qiao, Hong
View  |  Adobe PDF(1614Kb)  |  Favorite  |  View/Download:24/6  |  Submit date:2020/06/09
Brain-inspired computing  decision-making  emotion modulation  emotion-cognition interactions  reinforcement learning