脑机接口 / BCI - arXivDaily 专题

2301.01588 2023-01-05 q-bio.NC cs.LG eess.SP 82%

Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis

Sadi Md. Redwan, Md Palash Uddin, Anwaar Ulhaq, Muhammad Imran Sharif

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

Comments 10 Figures, 13 Pages

2208.11087 2022-08-24 eess.SP cs.AI cs.CV cs.HC cs.LG 82%

Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition

Yiwen Zhu, Kaiyu Gan, Zhong Yin

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

2208.03081 2022-08-08 physics.med-ph 82%

Validation of EEG forward modeling approaches in the presence of anisotropy in the source space

Florian Drechsler, Johannes Vorwerk, Jens Haueisen, Lars Grasedyck, Carsten H. Wolters

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

Comments 20 pages, 4 figures, 5 tables

2208.00883 2022-08-02 eess.SP cs.AI cs.HC cs.LG 82%

A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition

Ye Qiao, Mohammed Alnemari, Nader Bagherzadeh

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

2206.10677 2022-06-23 q-bio.NC cs.LG eess.SP 82%

ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces

Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

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

2110.08942 2022-06-01 eess.SY cs.SY 82%

Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals

Debojyoti Seth

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

Comments Major changes have to be performed and reflected on it. Till then, I would like it to be withdrawn from here

2205.03241 2022-05-09 eess.SP cs.LG q-bio.NC 82%

Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification

Alexandra-Maria Tautan, Elias Casula, Ilaria Borghi, Michele Maiella, Sonia Bonni, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi

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

Comments 4 pages, 4 figures, Accepted at 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Glasgow, Scotland, United Kingdome, July 11-15, 2022

2202.12937 2022-03-03 eess.SP cs.AI cs.HC cs.LG 82%

An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload

Bujar Raufi, Luca Longo

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

Comments 25 pages, 12 figures, and 6 tables

2202.10034 2022-02-22 cs.CV 82%

DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection

Ghazaleh Ghorbanzadeh, Zahra Nabizadeh, Nader Karimi, Pejman Khadivi, Ali Emami, Shadrokh Samavi

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

Comments 15 pages, 4 figures

2202.03246 2022-02-08 cs.AI 82%

AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics

Piera Riccio, Kristin Bergaust, Boel Christensen-Scheel, Juan-Carlos De Martin, Maria A. Zuluaga, Stefano Nichele

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

Comments Accepted to the Politics of the Machines conference 2021 (POM Berlin 2021)

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

1. EEG解码 3883 篇

Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis

Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition

Validation of EEG forward modeling approaches in the presence of anisotropy in the source space

A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition

ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces

Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals

Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification

An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload

DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection

AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics

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