脑机接口 / BCI - arXivDaily 专题

2106.00061 2021-06-02 eess.SP 79%

Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG

Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane, Gordon Lightbody, John M. O'Toole

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

Comments 5 pages, Accepted in 2021 European Signal Processing Conference (EUSIPCO)

2105.13854 2021-05-31 cs.LG cs.AI stat.AP 79%

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

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

Journal ref Neural Networks (2020)

2105.00104 2021-05-04 cs.LG 79%

Distilling EEG Representations via Capsules for Affective Computing

Guangyi Zhang, Ali Etemad

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

2104.08120 2021-04-19 cs.LG cs.CV 79%

Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder

Subham Nagar, Ahlad Kumar

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

Comments 13 pages, 9 figures, 37 references

2103.15755 2021-03-30 eess.SP 79%

Progress in neural networks for EEG signal recognition in 2021

Rakhmatulin Ildar

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

2103.02183 2021-03-04 eess.SP cs.AI cs.SD eess.AS 79%

Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network

Zhen Fu, Bo Wang, Xihong Wu, Jing Chen

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

Comments 5 pages, 4 figures, submitted to EUSIPCO 2021

2007.00898 2021-03-03 eess.SP physics.data-an 79%

Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures

Akira Furui, Ryota Onishi, Akihito Takeuchi, Tomoyuki Akiyama, Toshio Tsuji

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

Journal ref IEEE Transactions on Biomedical Engineering, vol. 68, no. 2, pp. 515-525, 2021

2102.11922 2021-02-25 eess.SP cs.AI 79%

Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification

Puneet Mathur, Trisha Mittal, Dinesh Manocha

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

Comments Accepted to ICASSP 2021

2102.07669 2021-02-16 cs.LG math.AT 79%

Geometric feature performance under downsampling for EEG classification tasks

Bryan Bischof, Eric Bunch

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

Comments 10 pages

2102.07127 2021-02-16 cs.HC 79%

Affective State Recognition through EEG Signals Feature Level Fusion and Ensemble Classifier

Md. Mahbubur Rahman, Akash Poddar, Md. Golam Rabiul Alam, Samrat Kumar Dey

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

Comments 18 pages, 7 figures

2010.11709 2021-02-16 eess.SP 79%

A novel convolutional neural network model to remove muscle artifacts from EEG

Haoming Zhang, Chen Wei, Mingqi Zhao, Haiyan Wu, Quanying Liu

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

2102.06393 2021-02-15 eess.SP cs.SD eess.AS 79%

Mind the beat: detecting audio onsets from EEG recordings of music listening

Ashvala Vinay, Alexander Lerch, Grace Leslie

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

Comments to be published in ICASSP 2021 4 figures, 5 pages (4 pages of content + 1 page of references)

2102.03573 2021-02-09 physics.med-ph eess.SP 79%

Identification of EEG Dynamics During Freezing of Gait and Voluntary Stopping in Patients with Parkinson's Disease

Zehong Cao, Alka Rachel John, Hsiang-Ting Chen, Kaylena Ehgoetz Martens, Matthew Georgiades, Moran Gilat, Hung T. Nguyen, Simon J. G. Lewis, Chin-Teng Lin

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

2102.00414 2021-02-02 cs.HC 79%

Open-Source Concealed EEG Data Collection for Brain-Computer-Interfaces -- Real-World Neural Observation Through OpenBCI Amplifiers with Around-the-Ear cEEGrid Electrodes

Michael Thomas Knierim, Christoph Berger, Pierluigi Reali

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

Comments 28 pages, 14 figures, 2 appendices

2010.07171 2021-02-02 eess.SP 79%

Riemannian geometry-based decoding of the directional focus of auditory attention using EEG

Simon Geirnaert, Tom Francart, Alexander Bertrand

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

Comments 5 pages

2101.10215 2021-01-26 q-bio.NC cs.AI 79%

Analysis of Relation between Motor Activity and Imaginary EEG Records

Enver Kaan Alpturk, Yakup Kutlu

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

Comments 6 pages, 4 figures, Journal of Artificial Intellicence with Application

Journal ref Journal of Artificial Intellicence with Application, 2020

2004.10491 2020-12-29 eess.SP cs.NI 79%

EMAP: A Cloud-Edge Hybrid Framework for EEG Monitoring and Cross-Correlation Based Real-time Anomaly Prediction

Bharath Srinivas Prabakaran, Alberto García Jiménez, Germán Moltó Martínez, Muhammad Shafique

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

Comments Accepted for Publication at the 57th Design Automation Conference (DAC), July 2020, San Francisco, CA, USA

2012.11933 2020-12-23 cs.LG cs.AI 79%

Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals

Valentin Gabeff, Tomas Teijeiro, Marina Zapater, Leila Cammoun, Sylvain Rheims, Philippe Ryvlin, David Atienza

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

Comments 28 pages, 11 figures, 12 tables

2001.11502 2020-12-23 q-bio.NC stat.AP 79%

Retrieving the structure of probabilistic sequences of auditory stimuli from EEG data

Noslen Hernández, Aline Duarte, Guilherme Ost, Ricardo Fraiman, Antonio Galves, Claudia D. Vargas

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

Comments 16 pages, 7 figures

1612.02189 2020-12-23 stat.AP q-bio.NC stat.ML 79%

Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia

Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adalı

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

2012.03849 2020-12-08 cs.CV q-bio.NC 79%

Correct block-design experiments mitigate temporal correlation bias in EEG classification

Simone Palazzo, Concetto Spampinato, Joseph Schmidt, Isaak Kavasidis, Daniela Giordano, Mubarak Shah

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

2012.00855 2020-12-03 cs.HC 79%

A Review of Deep Learning Approaches to EEG-Based Classification of Cybersickness in Virtual Reality

Caglar Yildirim

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

Comments 7 pages

2012.00430 2020-12-02 cs.LG 79%

A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction

Khansa Rasheed, Junaid Qadir, Terence J. O'Brien, Levin Kuhlmann, Adeel Razi

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

Comments 10 pages, 5 figures, 6 Tables, Journal paper

2005.12076 2020-11-30 eess.SP 79%

An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database

Yi-Ta Chen, Hsing-Hao Lee, Ching-Yen Shih, Zih-Ling Chen, Win-Ken Beh, Su-Ling Yeh, An-Yeu Wu

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

Comments 15 pages, Journal version

2009.14310 2020-11-26 stat.ML cs.LG stat.AP 79%

Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso

Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion

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

Comments 21 pages

2011.09232 2020-11-19 q-bio.NC 79%

Behavioral and EEG evidence for inter-individual variability in late encoding stages of word production

Pamela Fuhrmeister, Sylvain Madec, Antje Lorenz, Shereen Elbuy, Audrey Bürki

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

2005.14258 2020-11-18 q-bio.NC 79%

Band power modulation through intracranial EEG stimulation and its cross-session consistency

Christoforos A Papasavvas, Gabrielle M Schroeder, Beate Diehl, Gerold Baier, Peter N Taylor, Yujiang Wang

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

Journal ref Journal of Neural Engineering, 17-054001 (2020)

2008.11167 2020-10-28 q-bio.NC physics.bio-ph 79%

Anticipated synchronization in human EEG data: unidirectional causality with negative phase-lag

Francisco-Leandro P. Carlos, Maciel-Monteiro Ubirakitan, Marcelo Cairrão Araújo Rodrigues, Moisés Aguilar-Domingo, Eva Herrera-Gutiérrez, Jesús Gómez-Amor, Mauro Copelli, Pedro V. Carelli, Fernanda S. Matias

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

2010.11667 2020-10-23 eess.SP 79%

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Ildar Rakhmatulin

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

2006.01923 2020-10-23 q-bio.NC physics.med-ph 79%

Effects of simultaneous real-time fMRI and EEG neurofeedback in major depressive disorder evaluated with brain electromagnetic tomography

Vadim Zotev, Jerzy Bodurka

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

Comments 15 pages, 9 figures, to appear in NeuroImage: Clinical

Journal ref NeuroImage: Clinical 28 (2020) 102459

1. EEG解码 3900 篇

Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

Distilling EEG Representations via Capsules for Affective Computing

Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder

Progress in neural networks for EEG signal recognition in 2021

Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network

Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures

Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification

Geometric feature performance under downsampling for EEG classification tasks

Affective State Recognition through EEG Signals Feature Level Fusion and Ensemble Classifier

A novel convolutional neural network model to remove muscle artifacts from EEG

Mind the beat: detecting audio onsets from EEG recordings of music listening

Identification of EEG Dynamics During Freezing of Gait and Voluntary Stopping in Patients with Parkinson's Disease

Open-Source Concealed EEG Data Collection for Brain-Computer-Interfaces -- Real-World Neural Observation Through OpenBCI Amplifiers with Around-the-Ear cEEGrid Electrodes

Riemannian geometry-based decoding of the directional focus of auditory attention using EEG

Analysis of Relation between Motor Activity and Imaginary EEG Records

EMAP: A Cloud-Edge Hybrid Framework for EEG Monitoring and Cross-Correlation Based Real-time Anomaly Prediction

Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals

Retrieving the structure of probabilistic sequences of auditory stimuli from EEG data

Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia

Correct block-design experiments mitigate temporal correlation bias in EEG classification

A Review of Deep Learning Approaches to EEG-Based Classification of Cybersickness in Virtual Reality

A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction

An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database

Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso

Behavioral and EEG evidence for inter-individual variability in late encoding stages of word production

Band power modulation through intracranial EEG stimulation and its cross-session consistency

Anticipated synchronization in human EEG data: unidirectional causality with negative phase-lag

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Effects of simultaneous real-time fMRI and EEG neurofeedback in major depressive disorder evaluated with brain electromagnetic tomography