脑机接口 / BCI - arXivDaily 专题

2306.05374 2023-10-19 physics.med-ph cs.SD eess.AS eess.IV 82%

Towards Ultrasound Tongue Image prediction from EEG during speech production

Tamás Gábor Csapó, Frigyes Viktor Arthur, Péter Nagy, Ádám Boncz

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

Comments accepted at Interspeech 2023

Journal ref Proceedings of Interspeech 2023

2310.08762 2023-10-16 cs.LG cs.AI cs.HC eess.SP stat.ML 82%

Stabilizing Subject Transfer in EEG Classification with Divergence Estimation

Niklas Smedemark-Margulies, Ye Wang, Toshiaki Koike-Akino, Jing Liu, Kieran Parsons, Yunus Bicer, Deniz Erdogmus

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

Comments 16 pages, 5 figures

2310.07648 2023-10-12 cs.HC cs.LG eess.SP 82%

Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals

Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello

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

Comments Published at IEEE ICASSP workshops 2023

2310.07029 2023-10-12 q-bio.NC cs.LG eess.SP 82%

Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning

Lukas AW Gemein, Robin T Schirrmeister, Joschka Boedecker, Tonio Ball

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

2309.12202 2023-09-22 eess.SP cs.LG q-bio.NC 82%

Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023

Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López García, Zhaolin Chen, U. Rajendra Acharya, Juan M. Gorriz

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

2309.07147 2023-09-15 eess.SP cs.HC cs.LG cs.MM cs.SD eess.AS 82%

DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection

Cunhang Fan, Hongyu Zhang, Wei Huang, Jun Xue, Jianhua Tao, Jiangyan Yi, Zhao Lv, Xiaopei Wu

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

2208.14007 2023-06-23 cs.LG eess.SP q-bio.NC 82%

Finding neural signatures for obesity through feature selection on source-localized EEG

Yuan Yue, Dirk De Ridder, Patrick Manning, Samantha Ross, Jeremiah D. Deng

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

Comments 4 pages, 3 figures, conference submission

2301.00948 2023-04-28 eess.SP cs.HC q-bio.NC 82%

Understanding EEG signals for subject-wise Definition of Armoni Activities

Kislay Raj, Aditya Singh, Abhishek Mandal, Teerath Kumar, Arunabha M. Roy

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

Comments Submitted to SN Computer Science journal

2207.08650 2023-03-10 cs.LG cs.RO eess.SP 82%

Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative Robotics

Zihao Wang, Ravi Suppiah

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

Comments 20 pages, 11 figures, 2 tables; Thesis for Undergraduate Research Project in Computing, NUS; Accepted by Future of Information and Communication Conference 2023, San Francisco

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

1. EEG解码 3896 篇

Towards Ultrasound Tongue Image prediction from EEG during speech production

Stabilizing Subject Transfer in EEG Classification with Divergence Estimation

Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals

Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning

Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023

DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection

Finding neural signatures for obesity through feature selection on source-localized EEG

Understanding EEG signals for subject-wise Definition of Armoni Activities

Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative Robotics

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