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基于深度学习的单侧肢体不同关节运动想象解码研究
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
马学林
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View/Download:50/4
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Submit date:2021/01/21
脑-机接口,运动想象,单侧肢体,认知失联,深度学习
Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder
期刊论文
MOLECULAR NEUROBIOLOGY, 2020, 期号: 57, 页码: 4031-4044
Authors:
Wang, Shengpei
;
Wen, Hongwei
;
Hu, Xiaopeng
;
Xie, Peng
;
Qiu, Shuang
;
Qian, Yinfeng
;
Qiu, Jiang
;
He, Huiguang
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View/Download:33/9
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Submit date:2020/08/03
Resting-state fMRI
Major depressive disorder (MDD)
Hidden Markov model (HMM)
Brain network dynamic
Transition probability
融合图像与文本的多模态情感分析方法研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
徐楠
Adobe PDF(4227Kb)
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View/Download:193/11
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Submit date:2020/06/10
多模态情感分析
图像语义
信息交互
属性级
多模态数据增强
基于多模态脑影像的个体指标预测方法及其临床应用
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
姜荣涛
Adobe PDF(10953Kb)
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View/Download:95/2
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Submit date:2020/06/13
磁共振影像
脑功能连接
个体化预测
抑郁症
回归分析
机器人持续性策略学习算法研究
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
熊方舟
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View/Download:93/5
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Submit date:2020/06/09
持续学习
策略学习
机器人
灾难性遗忘
状态基元
No-contactHeartRatemonitoringbasedonChannelAttentionConvolution Model
会议论文
, Hangzhou, China, 2019-10
Authors:
Sun, Wen
;
Wei, Hao
;
Li, Xueen
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View/Download:57/16
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Submit date:2020/06/12
HeartRate,ChannelAttentionMechanism, ConvolutionNeuralNetwork,ECG-fitness Dataset
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
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Adobe PDF(4262Kb)
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Submit date:2020/03/30
Individualized prediction
Reading comprehension
Task state
Functional connectivity
Cognitive demand
Spectral-spatial Classification of Hyperspectral Images Using Signal Subspace Identification and Edge-preserving Filter
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 222-232
Authors:
Negin Alborzi
;
Fereshteh Poorahangaryan
;
Homayoun Beheshti
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View/Download:0/0
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Submit date:2021/02/22
Hyperspectral image
remote sensing
the hyperspectral signal subspace identification (HYSIME)
edge-preserving filter
classification
support vector machine.
Integration of Facial Thermography in EEG-based Classification of ASD
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854
Authors:
Dilantha Haputhanthri
;
Gunavaran Brihadiswaran
;
Sahan Gunathilaka
;
Dulani Meedeniya
;
Sampath Jayarathna
;
Mark Jaime
;
Christopher Harshaw
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Adobe PDF(1617Kb)
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View/Download:2/0
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Submit date:2021/02/22
Autism spectrum disorder
facial thermography
EEG signal processing
machine learning
decision support system
ASDGenus.
Deep Channel-Correlation Network for Motor Imagery Decoding From the Same Limb
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 1, 页码: 297-306
Authors:
Ma, Xuelin
;
Qiu, Shuang
;
Wei, Wei
;
Wang, Shengpei
;
He, Huiguang
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Adobe PDF(2475Kb)
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View/Download:57/2
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Submit date:2020/03/30
Channel-correlation network
electroen-cephalography (EEG)
ensemble learning
fine motor imagery
same limb