脑机接口 / BCI

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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