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面向神经康复的参与度评价与增强方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  王佳星
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参与度评价与增强  脑机接口  注意力调控  任务难度调整与优化  单/双任务训练范式  
A Multi-Layered Gravitational Search Algorithm for Function Optimization and Real-World Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 94-109
Authors:  Yirui Wang;  Shangce Gao;  Mengchu Zhou;  Yang Yu
Adobe PDF(1938Kb)  |  Favorite  |  View/Download:9/1  |  Submit date:2021/04/09
Artificial intelligence  exploration and exploitation  gravitational search algorithm  hierarchical interaction  hierarchy  machine learning  population structure  
Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 796-805
Authors:  Di Wu;  Xin Luo
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High-dimensional and sparse matrix  L1-norm  L2-norm  latent factor model  recommender system  smooth L1-norm  
Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1163-1176
Authors:  Qinqin Fan;  Okan K. Ersoy
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Computational resource allocation  decision space decomposition  evolutionary computation  multimodal multi-objective optimization  
Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
Authors:  Samuel Harford;  Fazle Karim;  Houshang Darabi
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Adversarial machine learning  deep learning  multivariate time series  perturbation methods  
Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation 期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 12, 期号: 无, 页码: 11
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
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human-in-the-loop optimization  EEG based neural engagement  sEMG based muscle activation  tracking accuracy  neural rehabilitation  
An Automatic Rehabilitation Assessment System for Hand Function Based on Leap Motion and Ensemble Learning 期刊论文
CYBERNETICS AND SYSTEMS, 2020, 页码: 23
Authors:  Li, Chenguang;  Cheng, Long;  Yang, Hongjun;  Zou, Yongxiang;  Huang, Fubiao
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Automatic assessment  Brunnstrom assessment  ensemble learning  Fugl-Meyer assessment  hand function assessment  rehabilitation  Leap Motion  
Changes of Effective Connectivity in the Alpha Band Characterize Differential Processing of Audiovisual Information in Cross-Modal Selective Attention 期刊论文
NEUROSCIENCE BULLETIN, 2020, 卷号: 36, 期号: 9, 页码: 1009-1022
Authors:  Niu, Weikun;  Jiang, Yuying;  Zhang, Xin;  Jiang, Tianzi;  Zhang, Yujin;  Yu, Shan
Adobe PDF(3941Kb)  |  Favorite  |  View/Download:42/0  |  Submit date:2020/08/24
Human EEG  Audiovisual selective attention  Granger Causality  Pattern classification  
A Multilayer and Multimodal-Fusion Architecture for Simultaneous Recognition of Endovascular Manipulations and Assessment of Technical Skills 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: PP, 期号: 99, 页码: 1-13
Authors:  Xiaohu,Zhou;  Xiaoliang.Xie;  Zhenqiu,Feng;  Zengguang,Hou;  Guibin,Bian;  Ruiqi,Li;  Zhenliang,Ni;  Shiqi,Liu;  Yan-Jie Zhou
View  |  Adobe PDF(2286Kb)  |  Favorite  |  View/Download:46/10  |  Submit date:2020/11/05
Endovascular manipulations  multilayer and multimodal-fusion architecture (MMFA)  percutaneous coronary intervention (PCI),  technical skill assessment  
A Novel GSP Auction Mechanism for Dynamic Confirmation Games on Bitcoin Transactions 期刊论文
IEEE Transactions on Services Computing, 2020, 期号: NA, 页码: NA
Authors:  Li, Juanjuan;  Ni, Xiaochun;  Yuan, Yong;  Wang, Fei-Yue
View  |  Adobe PDF(2436Kb)  |  Favorite  |  View/Download:29/6  |  Submit date:2020/10/14
Blockchain  Transaction Fee  Bitcoin transaction confirmation game  Generalized Second Price mechanism