脑机接口 / BCI - arXivDaily 专题

2201.04065 2022-01-12 eess.SP cs.LG q-bio.NC 82%

ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation

Ya-Lin Huang, Chia-Ying Hsieh, Jian-Xue Huang, Chun-Shu Wei

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

2112.09069 2021-12-17 cs.CV cs.AI cs.HC cs.LG eess.SP 82%

Progressive Graph Convolution Network for EEG Emotion Recognition

Yijin Zhou, Fu Li, Yang Li, Youshuo Ji, Guangming Shi, Wenming Zheng, Lijian Zhang, Yuanfang Chen, Rui Cheng

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

Comments 11 pages, 5 figures

2111.11298 2021-11-23 eess.SP cs.HC cs.LG 82%

Novel EEG based Schizophrenia Detection with IoMT Framework for Smart Healthcare

Geetanjali Sharma, Amit M. Joshi

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

Comments 18 pages, 9 Figures

2111.03270 2021-11-08 cs.LG eess.SP q-bio.NC 82%

Automated Human Mind Reading Using EEG Signals for Seizure Detection

Virender Ranga, Shivam Gupta, Jyoti Meena, Priyansh Agrawal

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 11 Pages, 12 Figures, 5 Tables

Journal ref Journal of Medical Engineering & Technology,2020, 44:5, 237-246

2103.03854 2021-10-13 cs.LG eess.SP q-bio.NC 82%

A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition

Supavit Kongwudhikunakorn, Suktipol Kiatthaveephong, Kamonwan Thanontip, Pitshaporn Leelaarporn, Maytus Piriyajitakonkij, Thananya Charoenpattarawut, Phairot Autthasan, Rattanaphon Chaisaen, Pathitta Dujada, Thapanun Sudhawiyangkul, Vorapun Senanarong, Theerawit Wilaiprasitporn

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Journal ref IEEE Transactions on Instrumentation and Measurement, 2021

2107.10790 2021-07-23 eess.SP cs.AI cs.HC cs.LG 82%

Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity

Juan Manuel Mayor-Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi

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

2106.08008 2021-06-18 eess.SP cs.HC cs.LG 82%

Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices

Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti

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

Comments 4 pages, 3 figures, 2 tables, preprint

2106.00613 2021-06-02 eess.SP cs.HC cs.LG cs.NE 82%

A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG

Jian Cui, Zirui Lan, Yisi Liu, Ruilin Li, Fan Li, Olga Sourina, Wolfgang Mueller-Wittig

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

2105.12916 2021-05-28 cs.LG eess.SP q-bio.NC q-bio.QM stat.ML 82%

Robust learning from corrupted EEG with dynamic spatial filtering

Hubert Banville, Sean U. N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 42 pages, 9 figures

2105.06270 2021-05-14 cs.LG cs.RO eess.SP 82%

Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG

Chen-Chen Fan, Haiqun Xie, Liang Peng, Hongjun Yang, Zhen-Liang Ni, Guan'an Wang, Yan-Jie Zhou, Sheng Chen, Zhijie Fang, Shuyun Huang, Zeng-Guang Hou

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

Comments This paper has been accepted by 2021 International Conference on Robotics and Automation (ICRA 2021)

2009.13402 2021-02-05 q-bio.NC cs.LG eess.SP 82%

EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review

Sana Yasin, Syed Asad Hussain, Sinem Aslan, Imran Raza, Muhammad Muzammel, Alice Othmani

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 29 pages,2 figures and 18 Tables

2012.01074 2020-12-03 eess.SP cs.AI cs.LG q-bio.NC q-bio.QM 82%

Comparison of Attention-based Deep Learning Models for EEG Classification

Giulia Cisotto, Alessio Zanga, Joanna Chlebus, Italo Zoppis, Sara Manzoni, Urszula Markowska-Kaczmar

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

2010.04087 2020-10-09 eess.SP cs.HC cs.LG cs.SD eess.AS 82%

Classifying Songs with EEG

Prashant Lawhatre, Bharatesh R Shiraguppi, Esha Sharma, Krishna Prasad Miyapuram, Derek Lomas

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

2010.02167 2020-10-06 cs.LG eess.SP q-bio.NC 82%

Latent neural source recovery via transcoding of simultaneous EEG-fMRI

Xueqing Liu, Linbi Hong, Paul Sajda

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

2008.11226 2020-08-31 eess.SP cs.HC cs.LG 82%

A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis

Ce Zhang, Azim Eskandarian

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

Comments Accepted by IEEE/CAA Journal of Automatica Sinica

2007.16104 2020-08-03 stat.ML cs.LG eess.SP q-bio.NC q-bio.QM 82%

Uncovering the structure of clinical EEG signals with self-supervised learning

Hubert Banville, Omar Chehab, Aapo Hyvärinen, Denis-Alexander Engemann, Alexandre Gramfort

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 32 pages, 9 figures

1812.05945 2020-06-30 cs.HC cs.IR cs.LG eess.SP 82%

EEG-based Communication with a Predictive Text Algorithm

Daniel Omeiza, Kayode Sakariyah Adewole, Daniel Nkemelu

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

Comments Conference paper

2005.07134 2020-05-15 eess.SP cs.LG q-bio.NC stat.ML 82%

Early soft and flexible fusion of EEG and fMRI via tensor decompositions

Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer, Sergios Theodoridis, Sabine Van Huffel

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

2005.05561 2020-05-13 eess.SP cs.LG q-bio.NC 82%

Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network

Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 4 pages, to be appearing in upcoming 2020 EMBC Conference

2005.01325 2020-05-08 cs.HC eess.SP q-bio.NC 82%

Prediction of Event Related Potential Speller Performance Using Resting-State EEG

Gi-Hwan Shin, Minji Lee, Hyeong-Jin Kim, Seong-Whan Lee

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.HC

Comments Accepted to IEEE EMBC 2020

2004.14185 2020-05-04 eess.SP cs.LG q-bio.NC 82%

Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data

Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

2002.10988 2020-02-26 eess.AS 82%

An LSTM Based Architecture to Relate Speech Stimulus to EEG

Mohammad Jalilpour Monesi, Bernd Accou, Jair Montoya-Martinez, Tom Francart, Hugo Van Hamme

专题命中 EEG解码：EEG(title,abstract)；brain-computer interface(abstract)

Comments 3 figures, 6 pages

2002.08354 2020-02-20 cs.RO cs.HC cs.NE q-bio.NC 82%

Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots

Neelesh Kumar, Konstantinos P. Michmizos

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

Comments 6 pages, 3 figures, 3 tables. arXiv admin note: text overlap with arXiv:2002.07541

2002.07541 2020-02-20 cs.RO cs.HC cs.NE q-bio.NC 82%

Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots

Neelesh Kumar, Konstantinos P. Michmizos

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

Comments 6 pages, 6 figures, 1 table

2002.01925 2020-02-06 cs.LG eess.SP q-bio.NC 82%

Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review

Khansa Rasheed, Adnan Qayyum, Junaid Qadir, Shobi Sivathamboo, Patrick Kwan, Levin Kuhlmann, Terence O'Brien, Adeel Razi

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

1910.10489 2019-10-24 cs.HC eess.SP q-bio.NC 82%

Continuous Emotion Recognition during Music Listening Using EEG Signals: A Fuzzy Parallel Cascades Model

Fatemeh Hasanzadeh, Mohsen Annabestani, Sahar Moghimi

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.HC

1910.09719 2019-10-23 cs.LG cs.HC eess.SP stat.ML 82%

Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening

Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul

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

1710.08269 2019-07-23 stat.AP 82%

A Potts-Mixture Spatiotemporal Joint Model for Combined MEG and EEG Data

Yin Song, Farouk S. Nathoo, Arif Babul

专题命中 EEG解码：EEG(title,abstract)；cortical(abstract)

1907.05674 2019-07-15 eess.SP cs.HC cs.LG 82%

Deep Learning with ConvNET Predicts Imagery Tasks Through EEG

Apdullah Yayık, Yakup Kutlu, Gökhan Altan

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

Comments 5 pages, 2 figures, springer

1906.07899 2019-06-20 q-bio.NC cs.LG eess.SP 82%

Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm

Tomasz M. Rutkowski, Marcin Koculak, Masato S. Abe, Mihoko Otake-Matsuura

专题命中 EEG解码：BCI(title)；EEG(abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments In ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8578-8582, May 2019

1. EEG解码 3908 篇

ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation

Progressive Graph Convolution Network for EEG Emotion Recognition

Novel EEG based Schizophrenia Detection with IoMT Framework for Smart Healthcare

Automated Human Mind Reading Using EEG Signals for Seizure Detection

A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition

Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity

Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices

A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG

Robust learning from corrupted EEG with dynamic spatial filtering

Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG

EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review

Comparison of Attention-based Deep Learning Models for EEG Classification

Classifying Songs with EEG

Latent neural source recovery via transcoding of simultaneous EEG-fMRI

A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis

Uncovering the structure of clinical EEG signals with self-supervised learning

EEG-based Communication with a Predictive Text Algorithm

Early soft and flexible fusion of EEG and fMRI via tensor decompositions

Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network

Prediction of Event Related Potential Speller Performance Using Resting-State EEG

Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data

An LSTM Based Architecture to Relate Speech Stimulus to EEG

Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots

Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots

Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review

Continuous Emotion Recognition during Music Listening Using EEG Signals: A Fuzzy Parallel Cascades Model

Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening

A Potts-Mixture Spatiotemporal Joint Model for Combined MEG and EEG Data

Deep Learning with ConvNET Predicts Imagery Tasks Through EEG

Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm