EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention

10.1109/thms.2021.3125283

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Main Authors: Cai, Siqi, Su, Enze, Xie, Longhan, Li, Haizhou
Other Authors: ELECTRICAL AND COMPUTER ENGINEERING
Format: Article
Published: Institute of Electrical and Electronics Engineers Inc. 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/232949
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-2329492024-11-09T17:26:00Z EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention Cai, Siqi Su, Enze Xie, Longhan Li, Haizhou ELECTRICAL AND COMPUTER ENGINEERING Auditory attention Brain modeling brain--computer interface (BCI) channel attention Convolution Correlation Decoding Electroencephalography electroencephalography (EEG) frequency attention Frequency modulation Representation learning 10.1109/thms.2021.3125283 IEEE Transactions on Human-Machine Systems 2022-10-13T01:20:37Z 2022-10-13T01:20:37Z 2021-01-01 Article Cai, Siqi, Su, Enze, Xie, Longhan, Li, Haizhou (2021-01-01). EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention. IEEE Transactions on Human-Machine Systems. ScholarBank@NUS Repository. https://doi.org/10.1109/thms.2021.3125283 2168-2291 https://scholarbank.nus.edu.sg/handle/10635/232949 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ Institute of Electrical and Electronics Engineers Inc. Scopus OA2021
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Auditory attention
Brain modeling
brain--computer interface (BCI)
channel attention
Convolution
Correlation
Decoding
Electroencephalography
electroencephalography (EEG)
frequency attention
Frequency modulation
Representation learning
spellingShingle Auditory attention
Brain modeling
brain--computer interface (BCI)
channel attention
Convolution
Correlation
Decoding
Electroencephalography
electroencephalography (EEG)
frequency attention
Frequency modulation
Representation learning
Cai, Siqi
Su, Enze
Xie, Longhan
Li, Haizhou
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention
description 10.1109/thms.2021.3125283
author2 ELECTRICAL AND COMPUTER ENGINEERING
author_facet ELECTRICAL AND COMPUTER ENGINEERING
Cai, Siqi
Su, Enze
Xie, Longhan
Li, Haizhou
format Article
author Cai, Siqi
Su, Enze
Xie, Longhan
Li, Haizhou
author_sort Cai, Siqi
title EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention
title_short EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention
title_full EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention
title_fullStr EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention
title_full_unstemmed EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention
title_sort eeg-based auditory attention detection via frequency and channel neural attention
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/232949
_version_ 1821210301107798016