脑机接口 / BCI - arXivDaily 专题

1606.08292 2022-06-07 stat.AP 78%

Dynamics and sparsity in latent threshold factor models: A study in multivariate EEG signal processing

Jouchi Nakajima, Mike West

专题命中 EEG解码：EEG(title,abstract)

Comments 27 pages, 13 figures, link to external web site for supplementary animated figures

Journal ref Brazilian Journal of Probability and Statistics, 31: 701-731, 2017

2206.00635 2022-06-02 cs.SD cs.AI eess.AS 78%

Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition

Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura

专题命中 EEG解码：EEG(title,abstract)

Journal ref 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2201.03891 2022-04-05 cs.CV cs.AI 78%

A Saliency based Feature Fusion Model for EEG Emotion Estimation

Victor Delvigne, Antoine Facchini, Hazem Wannous, Thierry Dutoit, Laurence Ris, Jean-Philippe Vandeborre

专题命中 EEG解码：EEG(title,abstract)

2203.16730 2022-04-01 cs.CR 78%

Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems

Min Wang, Song Wang, Jiankun Hu

专题命中 EEG解码：EEG(title,abstract)

2203.15829 2022-03-31 cs.CV 78%

An EEG-Based Multi-Modal Emotion Database with Both Posed and Authentic Facial Actions for Emotion Analysis

Xiaotian Li, Xiang Zhang, Huiyuan Yang, Wenna Duan, Weiying Dai, Lijun Yin

专题命中 EEG解码：EEG(title,abstract)

Journal ref FG2021(long Oral)

2106.03489 2022-03-16 math.NA cs.NA 78%

Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)

Joonas Lahtinen, Alexandra Koulouri, Atena Rezaei, Sampsa Pursiainen

专题命中 EEG解码：EEG(title)；cortical(abstract)

Comments 23 pages, 16 figures, submitted to Journal of Mathematical Imaging and Vision

2107.10325 2021-12-28 cs.NE 78%

A Multi-objective Evolutionary Algorithm for EEG Inverse Problem

José Enrique Alvarez Iglesias, Mayrim Vega-Hernández, Eduardo Martínez-Montes

专题命中 EEG解码：EEG(title,abstract)

Comments 11 pages, 4 figures, 21 references

2112.06310 2021-12-14 cs.CL 78%

Reading Task Classification Using EEG and Eye-Tracking Data

Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer

专题命中 EEG解码：EEG(title,abstract)

2105.07514 2021-09-08 stat.ME 78%

The Cluster Depth Tests: Toward Point-Wise Strong Control of the Family-Wise Error Rate in Massively Univariate Tests with Application to M/EEG

Jaromil Frossard, Olivier Renaud

专题命中 EEG解码：EEG(title,abstract)

1911.01961 2021-08-25 stat.AP 78%

Multiple penalized least squares and sign constraints with modified Newton-Raphson algorithms: application to EEG source imaging

Mayrim Vega-Hernández, José M. Sánchez-Bornot, Agustín Lage-Castellanos, Jhoanna Pérez-Hidalgo-Gato, Darío Palmero-Ledón, José E. Alvarez-Iglesias, Daysi García-Agustin, Eduardo Martínez-Montes, Pedro A. Valdés-Sosa

专题命中 EEG解码：EEG(title,abstract)

2102.08655 2021-08-11 cs.CL 78%

Decoding EEG Brain Activity for Multi-Modal Natural Language Processing

Nora Hollenstein, Cedric Renggli, Benjamin Glaus, Maria Barrett, Marius Troendle, Nicolas Langer, Ce Zhang

专题命中 EEG解码：EEG(title,abstract)

Journal ref Frontiers of Human Neuroscience 2021

2106.09622 2021-06-18 eess.AS cs.SD 78%

Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model

Mohammad Jalilpour Monesi, Bernd Accou, Tom Francart, Hugo Van Hamme

专题命中 EEG解码：EEG(title,abstract)

2101.05769 2021-06-08 stat.ME stat.AP 78%

Bi-Smoothed Functional Independent Component Analysis for EEG Artifact Removal

Marc Vidal, Mattia Rosso, Ana M. Aguilera

专题命中 EEG解码：EEG(title,abstract)

Comments 9 pages, 3 figures, 1 table

Journal ref Mathematics 9, no. 11: 1243 (2021)

2103.06478 2021-03-12 eess.AS cs.SD q-bio.QM 78%

Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization

Jaswanth Reddy Katthi, Sriram Ganapathy

专题命中 EEG解码：EEG(title,abstract)

Comments 5 pages, 2 figures, 2 tables, to be published in ICASSP 2021

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)

1. EEG解码 3887 篇

Dynamics and sparsity in latent threshold factor models: A study in multivariate EEG signal processing

Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition

A Saliency based Feature Fusion Model for EEG Emotion Estimation

Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems

An EEG-Based Multi-Modal Emotion Database with Both Posed and Authentic Facial Actions for Emotion Analysis

Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)

A Multi-objective Evolutionary Algorithm for EEG Inverse Problem

Reading Task Classification Using EEG and Eye-Tracking Data

The Cluster Depth Tests: Toward Point-Wise Strong Control of the Family-Wise Error Rate in Massively Univariate Tests with Application to M/EEG

Multiple penalized least squares and sign constraints with modified Newton-Raphson algorithms: application to EEG source imaging

Decoding EEG Brain Activity for Multi-Modal Natural Language Processing

Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model

Bi-Smoothed Functional Independent Component Analysis for EEG Artifact Removal

Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization

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