脑机接口 / BCI - arXivDaily 专题

1812.00794 2019-01-25 q-bio.QM 78%

Impact of the reference choice on scalp EEG connectivity estimation

Federico Chella, Vittorio Pizzella, Filippo Zappasodi, Laura Marzetti

专题命中 EEG解码：EEG(title,abstract)

Comments Added funding acknowledgements to Metadata. Acknowledgements: "This project has received funding from the European Commission Horizon 2020 research and innovation program under Grant Agreement No. 686865 (BREAKBEN - H2020-FETOPEN-2014-2015/H2020-FETOPEN-2014-2015-RIA). The content reflects only the author's view and the European Commission is not responsible for the content."

Journal ref Journal of Neural Engineering, 13, 036016 (2016)

1811.07516 2018-11-26 cs.CV cs.AI cs.NE 78%

Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition

Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina, Adel M. Alimi

专题命中 EEG解码：EEG(title,abstract)

1609.09532 2018-11-15 stat.AP 78%

Inferring Brain Signals Synchronicity from a Sample of EEG Readings

Qian Li, Damla Senturk, Catherine A. Sugar, Shanali Jeste, Charlotte DiStefano, Joel Frohlich, Donatello Telesca

专题命中 EEG解码：EEG(title,abstract)

1710.08747 2018-08-01 stat.AP 78%

A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging

Yousra Bekhti, Felix Lucka, Joseph Salmon, Alexandre Gramfort

专题命中 EEG解码：EEG(title,abstract)

1806.03045 2018-06-11 physics.med-ph stat.AP 78%

System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition

Mark O'Sullivan, Emanuel Popovici, Andrea Bocchino, Conor O'Mahony, Geraldine Boylan, Andriy Temko

专题命中 EEG解码：EEG(title,abstract)

Comments EMBC 2018

1802.02268 2018-05-04 q-bio.QM 78%

Unified Bayesian estimator of EEG reference at infinity: rREST

Shiang Hu, Dezhong Yao, Pedro A. Valdes-Sosa

专题命中 EEG解码：EEG(title,abstract)

Journal ref https://www.frontiersin.org/articles/10.3389/fnins.2018.00297/full

1803.00053 2018-03-02 physics.med-ph cs.CE physics.bio-ph stat.AP 78%

Hybrid Wavelet and EMD/ICA Approach for Artifact Suppression in Pervasive EEG

Valentina Bono, Saptarshi Das, Wasifa Jamal, Koushik Maharatna

专题命中 EEG解码：EEG(title,abstract)

Comments 45 pages, 47 figures

Journal ref Journal of Neuroscience Methods (Elsevier), Volume 267, 15 July 2016, Pages 89-107

1401.5791 2018-02-26 cs.CE 78%

Advanced Signal Processing Techniqes to Study Normal and Epileptic EEG

Debadatta Dash

专题命中 EEG解码：EEG(title,abstract)

Journal ref 41 st annual conference of OMS and International Conference on Industrial Mathematics and Scientific Computing, 2014

1801.09232 2018-01-30 physics.med-ph stat.AP 78%

Multimodal Functional and Structural Brain Connectivity Analysis in Autism: A Preliminary Integrated Approach with EEG, fMRI and DTI

Bogdan Alexandru Cociu, Saptarshi Das, Lucia Billeci, Wasifa Jamal, Koushik Maharatna, Sara Calderoni, Antonio Narzisi, Filippo Muratori

专题命中 EEG解码：EEG(title,abstract)

Comments 14 pages, 14 figures, IEEE Transactions on Cognitive and Developmental Systems, 2017

1704.07603 2018-01-26 physics.data-an physics.med-ph 78%

Surrogate-based artifact removal from single-channel EEG

Mario Chavez, Fanny Grosselin, Aurore Bussalb, Fabrizio De Vico Fallani, Xavier Navarro-Sune

专题命中 EEG解码：EEG(title,abstract)

Journal ref IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018

1707.03467 2018-01-18 cs.CV 78%

Individual Recognition in Schizophrenia using Deep Learning Methods with Random Forest and Voting Classifiers: Insights from Resting State EEG Streams

Lei Chu, Robert Qiu, Haichun Liu, Zenan Ling, Tianhong Zhang, Jijun Wang

专题命中 EEG解码：EEG(title,abstract)

1801.05412 2018-01-17 cs.CV 78%

An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach

Ihsan Ullah, Muhammad Hussain, Emad-ul-Haq Qazi, Hatim Aboalsamh

专题命中 EEG解码：EEG(title,abstract)

Comments 18 pages

1711.02383 2017-11-08 cs.CV 78%

An EEG-based Image Annotation System

Viral Parekh, Ramanathan Subramanian, Dipanjan Roy, C. V. Jawahar

专题命中 EEG解码：EEG(title,abstract)

1710.00633 2017-10-03 cs.CV stat.ML 78%

Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring

Albert Vilamala, Kristoffer H. Madsen, Lars K. Hansen

专题命中 EEG解码：EEG(title,abstract)

Comments 8 pages, 1 figure, 2 tables, IEEE 2017 International Workshop on Machine Learning for Signal Processing

1705.03742 2017-09-14 cs.CR 78%

In-ear EEG biometrics for feasible and readily collectable real-world person authentication

Takashi Nakamura, Valentin Goverdovsky, Danilo P. Mandic

专题命中 EEG解码：EEG(title,abstract)

1703.04046 2017-08-07 stat.ML 78%

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Akara Supratak, Hao Dong, Chao Wu, Yike Guo

专题命中 EEG解码：EEG(title,abstract)

Comments This article has been published in IEEE Transactions on Neural Systems and Rehabilitation Engineering

1612.08194 2017-07-14 stat.AP 78%

Autoreject: Automated artifact rejection for MEG and EEG data

Mainak Jas, Denis A. Engemann, Yousra Bekhti, Federico Raimondo, Alexandre Gramfort

专题命中 EEG解码：EEG(title,abstract)

1706.06089 2017-06-20 q-bio.QM stat.AP 78%

Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings

Filippo Rossi, Gianvittorio Luria, Sara Sommariva, Alberto Sorrentino

专题命中 EEG解码：EEG(title,abstract)

Comments 4 pages, 3 figures -- conference paper from EMBEC 2017, Tampere, Finland

1701.04398 2017-01-17 physics.med-ph stat.ML 78%

Automatic sleep monitoring using ear-EEG

Takashi Nakamura, Valentin Goverdovsky, Mary J. Morrell, Danilo P. Mandic

专题命中 EEG解码：EEG(title,abstract)

1609.06874 2017-01-06 stat.ME stat.AP 78%

EEG reconstruction and skull conductivity estimation using a Bayesian model promoting structured sparsity

Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret

专题命中 EEG解码：EEG(title,abstract)

Comments Technical report

1611.09791 2016-11-30 physics.med-ph cs.CV stat.AP stat.ML 78%

On the Existence of Synchrostates in Multichannel EEG Signals during Face-perception Tasks

Wasifa Jamal, Saptarshi Das, Koushik Maharatna, Fabio Apicella, Georgia Chronaki, Federico Sicca, David Cohen, Filippo Muratori

专题命中 EEG解码：EEG(title,abstract)

Comments 30 pages, 22 figures, 2 tables

Journal ref Biomedical Physics & Engineering Express, vol. 1, no. 1, pp. 015002, 2015

0804.3361 2016-11-18 cs.AI cs.CV 78%

A New Approach to Automated Epileptic Diagnosis Using EEG and Probabilistic Neural Network

Forrest Sheng Bao, Donald Yu-Chun Lie, Yuanlin Zhang

专题命中 EEG解码：EEG(title,abstract)

Comments 5 pages, 6 figures, 1 table, submitted to IEEE ICTAI 2008

1610.01633 2016-10-07 stat.AP stat.ML 78%

Binary classification of multi-channel EEG records based on the $ε$-complexity of continuous vector functions

Boris Darkhovsky, Alexandra Piryatinska, Alexander Kaplan

专题命中 EEG解码：EEG(title,abstract)

Comments 14 pages, 2 figures

1609.07691 2016-09-27 physics.med-ph cond-mat.soft 78%

Ballistic gelatin as a putative substrate for EEG phantom devices

W. David Hairston, Geoffrey A. Slipher, Alfred B. Yu

专题命中 EEG解码：EEG(title,abstract)

Comments 1 page, IEEE EMBS Conference AUG 2016

nlin/0109023 2016-09-07 nlin.CD cond-mat.dis-nn physics.bio-ph physics.comp-ph physics.data-an physics.med-ph 78%

On the performance of different synchronization measures in real data: a case study on EEG signals

R. Quian Quiroga, A. Kraskov, T. Kreuz, P. Grassberger

专题命中 EEG解码：EEG(title,abstract)

Comments 32 pages, 1 table, 8 figures

Journal ref Phys. Rev. E, 65:041903 (2002)

1608.05649 2016-08-22 physics.med-ph 78%

Advanced boundary electrode modeling for tES and parallel tES/EEG

Britte Agsten, Sven Wagner, Sampsa Pursiainen, Carsten H. Wolters

专题命中 EEG解码：EEG(title,abstract)

Comments 16 pages, 6 figures

1606.09004 2016-06-30 stat.AP 78%

Using EEG, SPECT, and Multivariate Resampling Methods to Differentiate Between Alzheimer's and other Cognitive Impairments

Arne Bathke, Sarah Friedrich, Frank Konietschke, Markus Pauly, Wolfgang Staffen, Nicolas Strobl, Yvonne Höller

专题命中 EEG解码：EEG(title,abstract)

1602.04974 2016-02-17 cs.OH 78%

Encoding Distortion Modeling For DWT-Based Wireless EEG Monitoring System

Alaa Awad, Medhat H. M. Elsayed, Amr Mohamed

专题命中 EEG解码：EEG(title,abstract)

1512.00156 2015-12-02 cs.IT math.IT 78%

Covariance-domain Dictionary Learning for Overcomplete EEG Source Identification

Ozgur Balkan, Kenneth Kreutz-Delgado, Scott Makeig

专题命中 EEG解码：EEG(title,abstract)

1509.04576 2015-09-16 stat.ME 78%

Bayesian Structured Sparsity Priors for EEG Source Localization Technical Report

Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret

专题命中 EEG解码：EEG(title,abstract)

Comments 38 pages, extended version of a paper that will be submitted for publication

1. EEG解码 3892 篇

Impact of the reference choice on scalp EEG connectivity estimation

Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition

Inferring Brain Signals Synchronicity from a Sample of EEG Readings

A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging

System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition

Unified Bayesian estimator of EEG reference at infinity: rREST

Hybrid Wavelet and EMD/ICA Approach for Artifact Suppression in Pervasive EEG

Advanced Signal Processing Techniqes to Study Normal and Epileptic EEG

Multimodal Functional and Structural Brain Connectivity Analysis in Autism: A Preliminary Integrated Approach with EEG, fMRI and DTI

Surrogate-based artifact removal from single-channel EEG

Individual Recognition in Schizophrenia using Deep Learning Methods with Random Forest and Voting Classifiers: Insights from Resting State EEG Streams

An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach

An EEG-based Image Annotation System

Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring

In-ear EEG biometrics for feasible and readily collectable real-world person authentication

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Autoreject: Automated artifact rejection for MEG and EEG data

Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings

Automatic sleep monitoring using ear-EEG

EEG reconstruction and skull conductivity estimation using a Bayesian model promoting structured sparsity

On the Existence of Synchrostates in Multichannel EEG Signals during Face-perception Tasks

A New Approach to Automated Epileptic Diagnosis Using EEG and Probabilistic Neural Network

Binary classification of multi-channel EEG records based on the $ε$-complexity of continuous vector functions

Ballistic gelatin as a putative substrate for EEG phantom devices

On the performance of different synchronization measures in real data: a case study on EEG signals

Advanced boundary electrode modeling for tES and parallel tES/EEG

Using EEG, SPECT, and Multivariate Resampling Methods to Differentiate Between Alzheimer's and other Cognitive Impairments

Encoding Distortion Modeling For DWT-Based Wireless EEG Monitoring System

Covariance-domain Dictionary Learning for Overcomplete EEG Source Identification

Bayesian Structured Sparsity Priors for EEG Source Localization Technical Report