脑机接口 / BCI - arXivDaily 专题

2101.07710 2021-01-20 stat.ME stat.AP stat.CO stat.OT 78%

The effect of Hybrid Principal Components Analysis on the Signal Compression Functional Regression: With EEG-fMRI Application

Mohammad Fayaz, Alireza Abadi, Soheila Khodakarim

专题命中 EEG解码：EEG(title,abstract)

Comments It has 11 pages with 3 tables and 3 figures. It presented at "The 13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020) (Virtual), 19-21 December 2020" (http://www.cmstatistics.org/CMStatistics2020/index.php). We plan to publish it in statistical journals, especially in the conference's recommended journals

2001.08175 2020-12-07 stat.AP 78%

Multiple imputation in functional regression with applications to EEG data in a depression study

Adam Ciarleglio, Eva Petkova, Ofer Harel

专题命中 EEG解码：EEG(title,abstract)

1703.09031 2020-09-07 physics.med-ph physics.comp-ph 78%

Bayesian Modelling of Skull Conductivity Uncertainties in EEG Source Imaging

Ville Rimpiläinen, Alexandra Koulouri, Felix Lucka, Jari P Kaipio, Carsten H Wolters

专题命中 EEG解码：EEG(title,abstract)

Comments 4 pages, 2 figures, European Medical and Biological Engineering Conference

1811.05566 2020-07-24 stat.AP 78%

Region-Referenced Spectral Power Dynamics of EEG Signals: A Hierarchical Modeling Approach

Qian Li, John Shamshoian, Damla Senturk, Catherine Sugar, Shafali Jeste, Charlotte DiStefano, Donatello Telesca

专题命中 EEG解码：EEG(title,abstract)

1903.08414 2020-04-22 physics.med-ph physics.comp-ph 78%

On the modeling of brain fibers in the EEG forward problem via a new family of wire integral equations

Lyes Rahmouni, Adrien Merlini, Axelle Pillain, Francesco P. Andriulli

专题命中 EEG解码：EEG(title,abstract)

Comments Update the title of the paper to reflect the title of the published version

Journal ref Journal of Computational Physics: X, vol. 5, p. 100048, Jan. 2020

1908.05743 2020-03-06 eess.AS cs.SD 78%

State-of-the-art Speech Recognition using EEG and Towards Decoding of Speech Spectrum From EEG

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

专题命中 EEG解码：EEG(title,abstract)

1909.08024 2019-09-19 stat.ME stat.AP 78%

Interpretable Principal Components Analysis for Multilevel Multivariate Functional Data, with Application to EEG Experiments

Jun Zhang, Greg J Siegle, Wendy D'Andrea, Robert T Krafty

专题命中 EEG解码：EEG(title,abstract)

1810.04410 2019-08-30 cs.CE cs.NA math.NA 78%

Fast Approximation of EEG Forward Problem and Application to Tissue Conductivity Estimation

Kostiantyn Maksymenko, Maureen Clerc, Théodore Papadopoulo

专题命中 EEG解码：EEG(title,abstract)

Comments Copyright (c) 2019 IEEE. Personal use of this material is permitted. However, permission to use this material for any other purposes must be obtained from the IEEE by sending a request to pubs-permissions@ieee.org

Journal ref IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, In press, \&\#x27E8;10.1109/TMI.2019.2936921\&\#x27E9

1908.04186 2019-08-13 cs.CV 78%

Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels

Nils Gessert, Martin Gromniak, Marcel Bengs, Lars Matthäus, Alexander Schlaefer

专题命中 EEG解码：EEG(title,abstract)

Comments Accepted at the CURAC 2019 Conference

1410.6313 2019-07-31 cs.CV 78%

Canonical Polyadic Decomposition with Auxiliary Information for Brain Computer Interface

Junhua Li, Chao Li, Andrzej Cichocki

专题命中 EEG解码：brain computer interface(title)；EEG(abstract)

Journal ref IEEE journal of biomedical and health informatics, 2015, 21(1): 263-271

1906.01403 2019-06-05 physics.comp-ph physics.med-ph 78%

A hybrid analytical-numerical algorithm for determining the neuronal current via EEG

Parham Hashemzadeh, A. S. Fokas, C. B. Schönlieb

专题命中 EEG解码：EEG(title,abstract)

Comments 23 pages, 4 figures

1903.11405 2019-03-28 physics.med-ph 78%

Handling Anisotropic Conductivities in the EEG Forward Problem with a Symmetric Formulation

Axelle Pillain, Lyes Rahmouni, Francesco Andriulli

专题命中 EEG解码：EEG(title,abstract)

Comments Physics in medicine and biology (2018)

1902.04130 2019-02-13 math.AP 78%

Green's function for Poisson's equation and the EEG equation with Neumann boundary condition on $n$-balls

Benedikt Wirth

专题命中 EEG解码：EEG(title,abstract)

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)

1. EEG解码 3907 篇

The effect of Hybrid Principal Components Analysis on the Signal Compression Functional Regression: With EEG-fMRI Application

Multiple imputation in functional regression with applications to EEG data in a depression study

Bayesian Modelling of Skull Conductivity Uncertainties in EEG Source Imaging

Region-Referenced Spectral Power Dynamics of EEG Signals: A Hierarchical Modeling Approach

On the modeling of brain fibers in the EEG forward problem via a new family of wire integral equations

State-of-the-art Speech Recognition using EEG and Towards Decoding of Speech Spectrum From EEG

Interpretable Principal Components Analysis for Multilevel Multivariate Functional Data, with Application to EEG Experiments

Fast Approximation of EEG Forward Problem and Application to Tissue Conductivity Estimation

Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels

Canonical Polyadic Decomposition with Auxiliary Information for Brain Computer Interface

A hybrid analytical-numerical algorithm for determining the neuronal current via EEG

Handling Anisotropic Conductivities in the EEG Forward Problem with a Symmetric Formulation

Green's function for Poisson's equation and the EEG equation with Neumann boundary condition on $n$-balls

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