脑机接口 / BCI - arXivDaily 专题

2303.10897 2023-03-21 cs.SD cs.CL eess.AS q-bio.NC 79%

Relate auditory speech to EEG by shallow-deep attention-based network

Fan Cui, Liyong Guo, Lang He, Jiyao Liu, ErCheng Pei, Yujun Wang, Dongmei Jiang

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC

2005.11186 2023-03-16 q-bio.NC cs.NA math.NA 79%

EEG source localization analysis in epileptic children during a visual working-memory task

Evangelos Galaris, Ioannis Gallos, Ivan Myatchin, Lieven Lagae, Constantinos Siettos

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC

Journal ref International Journal of Numerical Methods in Biomedical Engineering, 36:e3404, 2020

2303.07739 2023-03-15 eess.SP cs.SD eess.AS 79%

Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech

Pieter De Clercq, Jill Kries, Ramtin Mehraram, Jonas Vanthornhout, Tom Francart, Maaike Vandermosten

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

2302.13553 2023-02-28 cs.HC cs.SD eess.AS 79%

Predicting EEG Responses to Attended Speech via Deep Neural Networks for Speech

Emina Alickovic, Tobias Dorszewski, Thomas U. Christiansen, Kasper Eskelund, Leonardo Gizzi, Martin A. Skoglund, Dorothea Wendt

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2302.12424 2023-02-27 cs.HC 79%

Annotating Covert Hazardous Driving Scenarios Online: Utilizing Drivers' Electroencephalography (EEG) Signals

Chen Zheng, Muxiao Zi, Wenjie Jiang, Mengdi Chu, Yan Zhang, Jirui Yuan, Guyue Zhou, Jiangtao Gong

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2302.11129 2023-02-23 cs.HC cs.GR 79%

An EEG-based Experiment on VR Sickness and Postural Instability While Walking in Virtual Environments

Carlos Alfredo Tirado Cortes, Chin-Teng Lin, Tien-Thong Nguyen Do, Hsiang-Ting Chen

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

Comments Accepted by IEEE VR 2023

2302.05734 2023-02-14 q-bio.NC 79%

Temporal stability of intracranial EEG abnormality maps for localising epileptogenic tissue

Yujiang Wang, Gabrielle M Schroeder, Jonathan J Horsley, Mariella Panagiotopoulou, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Andrew W McEvoy, Anna Miserocchi, Jane de Tisi, Peter N Taylor

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC

2302.04224 2023-02-09 eess.SP 79%

Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems

Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Chan Yeob Yeun

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 2nd International Conference on Business Analytics For Technology and Security (ICBATS)

2302.00789 2023-02-03 cs.LG cs.AI cs.NE 79%

Variational Autoencoder Learns Better Feature Representations for EEG-based Obesity Classification

Yuan Yue, Jeremiah D. Deng, Dirk De Ridder, Patrick Manning, Divya Adhia

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments 8 pages, 6 figures

2301.12873 2023-01-31 cs.LG cs.AI 79%

Approximating DTW with a convolutional neural network on EEG data

Hugo Lerogeron, Romain Picot-Clemente, Alain Rakotomamonjy, Laurent Heutte

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

2301.06406 2023-01-18 eess.SP 79%

Hearables: Ear EEG Based Driver Fatigue Detection

Metin C. Yarici, Pierluigi Amadori, Harry Davies, Takashi Nakamura, Nico Lingg, Yiannis Demiris, Danilo P. Mandic

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

2206.02298 2023-01-17 eess.SP 79%

MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection from EEG Signals

Bahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

2207.03977 2023-01-04 cs.HC cs.AI 79%

Dreamento: an open-source dream engineering toolbox for sleep EEG wearables

Mahdad Jafarzadeh Esfahani, Amir Hossein Daraie, Paul Zerr, Frederik D. Weber, Martin Dresler

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2211.14608 2022-11-29 cs.HC 79%

EEGLog: Lifelogging EEG Data When You Listen to Music

Jiyang Li, Ann Gina Konnayil, Adam Russell, Dingran Wang, Yincheng Jin, Seokmin Choi, Zhanpeng Jin

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2211.12103 2022-11-23 eess.SP 79%

STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition

Yiheng Tang, Yongxiong Wang, Xiaoli Zhang, Zhe Wang

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

2208.00025 2022-11-23 eess.SP 79%

Six-center Assessment of CNN-Transformer with Belief Matching Loss for Patient-independent Seizure Detection in EEG

Wei Yan Peh, Prasanth Thangavel, Yuanyuan Yao, John Thomas, Yee Leng Tan, Justin Dauwels

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments Submitting to IJNS

2211.08880 2022-11-17 eess.SP 79%

Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition

Zhe Wang, Yongxiong Wang, Chuanfei Hu, Zhong Yin, Yu Song

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

2211.08645 2022-11-17 eess.SP 79%

Single-channel EEG completion using Cascade Transformer

Chao Zhang, Siqi Han, Milin Zhang

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 5 pages, 5 figures, to be published in IEEE Biomedical Circuits and Systems Conference (BioCAS) 2022

2201.13181 2022-10-28 eess.SP 79%

Sparse algorithms for EEG source localization

Teja Mannepalli, Aurobinda Routray

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments Published in Medical & Biological Engineering & Computing, Springer on Oct 02, 2021

Journal ref Medical & Biological Engineering & Computing 59.11 (2021): 2325-2352

2202.05400 2022-09-28 cs.LG 79%

PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition

Guangyi Zhang, Vandad Davoodnia, Ali Etemad

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments Accepted in IEEE Transactions of Affective Computing

2209.12633 2022-09-27 q-bio.NC 79%

Calibration of off-the-shelf low-cost wearable EEG headset for application in field studies

Manvi Jain, C. M. Markan

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC

Comments 7 pages, 7 figures, 1 table, Conference proceeding from National Systems Conference, 2021

2110.06553 2022-09-26 cs.RO 79%

Spatial-temporal Transformers for EEG Emotion Recognition

Jiyao Liu, Hao Wu, Li Zhang, Yanxi Zhao

专题命中 EEG解码：EEG(title,abstract)；分类 cs.RO

2207.12669 2022-08-29 cs.HC 79%

EEG-Based Detection of Braking Intention During Simulated Driving

Xinbin Liang, Yang Yu, Yadong Liu, Kaixuan Liu, Yaru Liu, Zongtan Zhou

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

2208.11933 2022-08-26 eess.SP stat.ML 79%

Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels

Saeed Montazeri Moghadam, Päivi Nevalainen, Nathan J. Stevenson, Sampsa Vanhatalo

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments Submitted to Clinical Neurophysiology 2022

2208.08894 2022-08-19 eess.SP 79%

EEG Machine Learning for Analysis of Mild Traumatic Brain Injury: A survey

Weiqing Gu, Ryan Chang, Bohan Yang

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments 27 pages

2208.05144 2022-08-11 cs.LG stat.ML 79%

Machine Learning-based EEG Applications and Markets

Weiqing Gu, Bohan Yang, Ryan Chang

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

Comments 35 pages

2208.02540 2022-08-08 q-bio.NC q-bio.QM 79%

On the relation between EEG microstates and cross-spectra

Roberto D. Pascual-Marqui, Kieko Kochi, Toshihiko Kinoshita

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC

Comments version 2 fixes some spelling mistakes, and fixes table order. adds in header info on citing this preprint

2208.02405 2022-08-05 eess.SP 79%

Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG

Wei Yan Peh, Yuanyuan Yao, Justin Dauwels

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Comments This is an extension to a paper presented at the 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Scottish Event Campus, Glasgow, UK, July 11-15, 2022

2207.11696 2022-08-04 stat.ME eess.SP 79%

The WQN algorithm to adaptively correct artifacts in the EEG signal

Matteo Dora, Stéphane Jaffard, David Holcman

专题命中 EEG解码：EEG(title,abstract)；分类 eess.SP

Journal ref Applied and Computational Harmonic Analysis (2022)

2207.14799 2022-08-01 cs.LG 79%

A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)

Hang Du, Rebecca Pillai Riddell, Xiaogang Wang

专题命中 EEG解码：EEG(title,abstract)；分类 cs.LG

1. EEG解码 3887 篇

Relate auditory speech to EEG by shallow-deep attention-based network

EEG source localization analysis in epileptic children during a visual working-memory task

Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech

Predicting EEG Responses to Attended Speech via Deep Neural Networks for Speech

Annotating Covert Hazardous Driving Scenarios Online: Utilizing Drivers' Electroencephalography (EEG) Signals

An EEG-based Experiment on VR Sickness and Postural Instability While Walking in Virtual Environments

Temporal stability of intracranial EEG abnormality maps for localising epileptogenic tissue

Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems

Variational Autoencoder Learns Better Feature Representations for EEG-based Obesity Classification

Approximating DTW with a convolutional neural network on EEG data

Hearables: Ear EEG Based Driver Fatigue Detection

MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection from EEG Signals

Dreamento: an open-source dream engineering toolbox for sleep EEG wearables

EEGLog: Lifelogging EEG Data When You Listen to Music

STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition

Six-center Assessment of CNN-Transformer with Belief Matching Loss for Patient-independent Seizure Detection in EEG

Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition

Single-channel EEG completion using Cascade Transformer

Sparse algorithms for EEG source localization

PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition

Calibration of off-the-shelf low-cost wearable EEG headset for application in field studies

Spatial-temporal Transformers for EEG Emotion Recognition

EEG-Based Detection of Braking Intention During Simulated Driving

Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels

EEG Machine Learning for Analysis of Mild Traumatic Brain Injury: A survey

Machine Learning-based EEG Applications and Markets

On the relation between EEG microstates and cross-spectra

Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG

The WQN algorithm to adaptively correct artifacts in the EEG signal

A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)