脑机接口 / BCI - arXivDaily 专题

2009.14133 2020-09-30 cs.LG stat.ML 79%

EEG to fMRI Synthesis: Is Deep Learning a candidate?

David Calhas, Rui Henriques

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

1909.07932 2020-09-30 q-bio.NC 79%

Interictal intracranial EEG for predicting surgical success: the importance of space and time

Yujiang Wang, Nishant Sinha, Gabrielle M. Schroeder, Sriharsha Ramaraju, Andrew W. McEvoy, Anna Miserocchi, Jane de Tisi, Fahmida A. Chowdhury, Beate Diehl, John S. Duncan, Peter N. Taylor

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

Journal ref Epilepsia 61 (2020) 1417-1426

2009.12566 2020-09-29 cs.LG 79%

An Explainable Model for EEG Seizure Detection based on Connectivity Features

Mohammad Mansour, Fouad Khnaisser, Hmayag Partamian

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

2009.09585 2020-09-22 cs.CV cs.HC 79%

A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition

Yang Li, Boxun Fu, Fu Li, Guangming Shi, Wenming Zheng

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

2009.01920 2020-09-07 q-bio.QM eess.SP 79%

RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring

John M. Bernabei, Olaoluwa Owoputi, Shyon D. Small, Nathaniel T. Nyema, Elom Dumenyo, Joongwon Kim, Steven N. Baldassano, Christopher Painter, Erin C. Conrad, Taneeta M. Ganguly, Ramani Balu, Kathryn A. Davis, Jay Pathmanathan, Brian Litt

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

2004.05111 2020-09-02 cs.CV eess.SP stat.AP stat.ML 79%

Deep transfer learning for improving single-EEG arousal detection

Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sorensen

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

Comments Accepted for presentation at EMBC2020

2008.12490 2020-08-31 eess.SP 79%

Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network

Jenifer Kalafatovich, Minji Lee, Seong-Whan Lee

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

2008.10760 2020-08-26 q-bio.NC 79%

Fingerprints of data compression in EEG sequences

F. A. Najman, A. Galves, C. D. Vargas

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

2008.09693 2020-08-25 eess.SP stat.AP 79%

Spectral independent component analysis with noise modeling for M/EEG source separation

Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

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

2008.04987 2020-08-13 q-bio.NC 79%

Single-channel EEG features during n-back task correlate with working memory load

Neta B. Maimon, Lior Molcho, Nathan Intrator, Dominique Lamy

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

Comments 25 pages, 6 figures, 3 tables, 1 appendix

1902.01012 2020-08-13 cs.LG q-bio.QM stat.ML 79%

Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark

Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer

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

Comments 5 pages, 2 figure, 4 table

2002.02425 2020-08-05 q-bio.NC cond-mat.dis-nn cond-mat.stat-mech 79%

A mean field approach to model levels of consciousness from EEG recordings

Marco Alberto Javarone, Olivia Gosseries, Daniele Marinazzo, Quentin Noirhomme, Vincent Bonhomme, Steven Laureys, Srivas Chennu

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

Comments 23 pages, 6 figures. Accepted for publication in Journal of Statistical Mechanics: Theory and Experiment

2005.13520 2020-08-04 eess.SP cs.AI 79%

Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting

Mahboobeh Parsapoor

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

2007.10756 2020-07-22 cs.LG stat.ML 79%

Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning

Pankaj Pandey, Raunak Swarnkar, Shobhit Kakaria, Krishna Prasad Miyapuram

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

Comments This paper presented at "The 6th Annual Conference of Cognitive Science", 10-12 December, 2019 Link: https://drive.google.com/file/d/13gcTFUNg_2jA3sokOXv2f0U1D8xd-hkS/view

2007.03136 2020-07-08 eess.SP 79%

Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2

Yongcheng Li, Po T. Wang, Mukta P. Vaidya, Charles Y. Liu, Marc W. Slutzky, An H. Do

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

2007.03130 2020-07-08 eess.SP 79%

Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1

Yongcheng Li, Po T. Wang, Mukta P. Vaidya, Charles Y. Liu, Marc W. Slutzky, An H. Do

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

1909.05764 2020-07-06 q-bio.NC physics.med-ph 79%

Emotion self-regulation training in major depressive disorder using simultaneous real-time fMRI and EEG neurofeedback

Vadim Zotev, Ahmad Mayeli, Masaya Misaki, Jerzy Bodurka

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

Comments 20 figures, 6 tables, to appear in NeuroImage: Clinical

Journal ref NeuroImage: Clinical 27 (2020) 102331

1911.04379 2020-07-02 eess.IV cs.LG stat.AP stat.ML 79%

Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events

Sharaj Panwar, Paul Rad, Tzyy-Ping Jung, Yufei Huang

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

2006.15911 2020-06-30 cs.CE eess.SP 79%

Parametric Modeling of EEG by Mono-Component Non-Stationary Signal

Pradip Sircar, Rakesh Kumar Sharma

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

Comments 28 pages, 1 table, 3 figures

2001.11278 2020-06-30 eess.SP 79%

A Rule-Based EEG Classification System for Discrimination of Hand Motor Attempts in Stroke Patients

Xiaotong Gu, Zehong Cao

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

Comments This paper is submitting to ICONIP 2020

1910.06659 2020-06-29 q-bio.QM q-bio.NC 79%

Ballistocardiogram artifact reduction in simultaneous EEG-fMRI using deep learning

J. R. McIntosh, J. Yao, Linbi Hong, J. Faller, P. Sajda

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

2006.06829 2020-06-19 q-bio.NC 79%

Probing fMRI brain connectivity and activity changes during emotion regulation by EEG neurofeedback

Amin Dehghani, Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh

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

Comments 40 pages, 6 figures, 4 tables

1902.11236 2020-06-17 q-bio.NC 79%

Time- and frequency-resolved covariance analysis for detection and characterization of seizures from intracraneal EEG recordings

Melisa Maidana Capitán, Nuria Cámpora, Claudio Sebastián, Sigvard Silvia Kochen, Inés Samengo

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

Comments 21 pages, 4 figures

2006.02919 2020-06-05 physics.med-ph eess.SP 79%

Spatial sampling of MEG and EEG revisited: From spatial-frequency spectra to model-informed sampling

Joonas Iivanainen, Antti J. Mäkinen, Rasmus Zetter, Matti Stenroos, Risto J. Ilmoniemi, Lauri Parkkonen

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

Comments arXiv admin note: substantial text overlap with arXiv:1912.05401

2006.01260 2020-06-03 eess.AS cs.LG cs.SD 79%

Improving EEG based continuous speech recognition using GAN

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed Tewfik

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

Comments Under Review

1912.08359 2020-06-01 stat.AP eess.SP 79%

A quadratic linear-parabolic model-based classification to detect epileptic EEG seizures

Antonio Quintero-Rincon, Carlos D'Giano, Hadj Batatia

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

Comments 10 pages, 4 figures, 4 tables

Journal ref The Journal of Biomedical Research, 2020 34(3): 203-210

2005.04669 2020-05-12 cs.SD eess.AS eess.SP 79%

Cognitive-driven convolutional beamforming using EEG-based auditory attention decoding

Ali Aroudi, Marc Delcroix, Tomohiro Nakatani, Keisuke Kinoshita, Shoko Araki, Simon Doclo

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

1907.08220 2020-05-07 cs.NE cs.LG stat.ML 79%

Modified swarm-based metaheuristics enhance Gradient Descent initialization performance: Application for EEG spatial filtering

Mojtaba Moattari, Mohammad Hassan Moradi, Reza Boostani

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

Comments 10 tables, 32 references, 11 formulas. arXiv admin note: text overlap with arXiv:1209.4115 by other authors

2002.03851 2020-05-06 eess.AS cs.LG cs.SD stat.ML 79%

Continuous Silent Speech Recognition using EEG

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed Tewfik

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

2001.00501 2020-05-06 eess.AS cs.LG cs.SD stat.ML 79%

EEG based Continuous Speech Recognition using Transformers

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed H Tewfik

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

1. EEG解码 3900 篇

EEG to fMRI Synthesis: Is Deep Learning a candidate?

Interictal intracranial EEG for predicting surgical success: the importance of space and time

An Explainable Model for EEG Seizure Detection based on Connectivity Features

A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition

RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring

Deep transfer learning for improving single-EEG arousal detection

Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network

Fingerprints of data compression in EEG sequences

Spectral independent component analysis with noise modeling for M/EEG source separation

Single-channel EEG features during n-back task correlate with working memory load

Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark

A mean field approach to model levels of consciousness from EEG recordings

Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting

Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learning

Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2

Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1

Emotion self-regulation training in major depressive disorder using simultaneous real-time fMRI and EEG neurofeedback

Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events

Parametric Modeling of EEG by Mono-Component Non-Stationary Signal

A Rule-Based EEG Classification System for Discrimination of Hand Motor Attempts in Stroke Patients

Ballistocardiogram artifact reduction in simultaneous EEG-fMRI using deep learning

Probing fMRI brain connectivity and activity changes during emotion regulation by EEG neurofeedback

Time- and frequency-resolved covariance analysis for detection and characterization of seizures from intracraneal EEG recordings

Spatial sampling of MEG and EEG revisited: From spatial-frequency spectra to model-informed sampling

Improving EEG based continuous speech recognition using GAN

A quadratic linear-parabolic model-based classification to detect epileptic EEG seizures

Cognitive-driven convolutional beamforming using EEG-based auditory attention decoding

Modified swarm-based metaheuristics enhance Gradient Descent initialization performance: Application for EEG spatial filtering

Continuous Silent Speech Recognition using EEG

EEG based Continuous Speech Recognition using Transformers