脑机接口 / BCI - arXivDaily 专题

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

2004.04731 2020-05-05 eess.AS cs.LG cs.SD 79%

Advancing Speech Synthesis using EEG

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

2002.12756 2020-05-05 eess.AS cs.LG cs.SD q-bio.QM stat.ML 79%

Speech Synthesis using EEG

Gautam Krishna, Co Tran, Yan Han, Mason Carnahan

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

Comments Accepted for publication at IEEE ICASSP 2020

1910.11183 2020-04-29 eess.SP physics.med-ph 79%

Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification

S. Sheykhivand, T. Yousefi Rezaii, Z. Mousavi, A. Delpak, A. Farzamnia

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

1909.09132 2020-04-21 eess.AS cs.LG cs.SD stat.ML 79%

Spoken Speech Enhancement using EEG

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

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

1908.01047 2020-04-09 eess.SP math.OC 79%

An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling

Mustaffa Alfatlawi, Vaibhav Srivastava

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

2003.12690 2020-03-31 eess.SP 79%

EEG Signal Classification using Variational Mode Decomposition

Akshith Ullal, Ram Bilas Pachori

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

2003.00007 2020-03-20 eess.AS cs.LG cs.SD stat.ML 79%

Generating EEG features from Acoustic features

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

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

1911.04261 2020-03-18 cs.SD eess.AS eess.SP 79%

Voice Activity Detection in presence of background noise using EEG

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

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

Comments On preparation for submission to EUSIPCO 2020. arXiv admin note: text overlap with arXiv:1906.08871, arXiv:1909.09132

2003.04534 2020-03-11 cs.CV eess.SP 79%

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis

K. Palani Thanaraj, B. Parvathavarthini, U. John Tanik, V. Rajinikanth, Seifedine Kadry, K. Kamalanand

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

Comments 9 pages, 8 Figures, 2 Tables

2002.09175 2020-02-28 eess.SP 79%

Depression Detection using Resting State Three-channel EEG Signal

Qiuxia Shi, Ang Liu, Rongyan Chen, Jian Shen, Qinglin Zhao, Bin Hu

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

Comments 12 pages, 2figures, 1 table

1. EEG解码 3887 篇

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

Advancing Speech Synthesis using EEG

Speech Synthesis using EEG

Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification

Spoken Speech Enhancement using EEG

An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling

EEG Signal Classification using Variational Mode Decomposition

Generating EEG features from Acoustic features

Voice Activity Detection in presence of background noise using EEG

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis

Depression Detection using Resting State Three-channel EEG Signal