脑机接口 / BCI

Enhancing the EEG Speech Match Mismatch Tasks With Word Boundaries

Akshara Soman, Vidhi Sinha, Sriram Ganapathy

专题命中 EEG解码 ：EEG(title,abstract)

Comments 5 pages, 4 figures, 4 tables, accepted to Interspeech2023 conference

DreamDiffusion: Generating High-Quality Images from Brain EEG Signals

Yunpeng Bai, Xintao Wang, Yan-pei Cao, Yixiao Ge, Chun Yuan, Ying Shan

专题命中 EEG解码 ：EEG(title,abstract)

Comments 8 pages, 7 figures

Relating EEG to continuous speech using deep neural networks: a review

Corentin Puffay, Bernd Accou, Lies Bollens, Mohammad Jalilpour Monesi, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

专题命中 EEG解码 ：EEG(title,abstract)

Correlates of Programmer Efficacy and Their Link to Experience: A Combined EEG and Eye-Tracking Study

Norman Peitek, Annabelle Bergum, Maurice Rekrut, Jonas Mucke, Matthias Nadig, Chris Parnin, Janet Siegmund, Sven Apel

专题命中 EEG解码 ：EEG(title,abstract)

Comments 12 pages, 7 figures, To be published at Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE '22)

Relating EEG recordings to speech using envelope tracking and the speech-FFR

Mike Thornton, Danilo Mandic, Tobias Reichenbach

专题命中 EEG解码 ：EEG(title,abstract)

Comments 2 pages, 3 figures. Accepted for ICASSP 2023 (challenge track)

Extracting continuous sleep depth from EEG data without machine learning

Claus Metzner, Achim Schilling, Maximilian Traxdorf, Holger Schulze, Konstantin Tziridis, Patrick Krauss

专题命中 EEG解码 ：EEG(title,abstract)

CutFEM forward modeling for EEG source analysis

Tim Erdbrügger, Andreas Westhoff, Malte Hoeltershinken, Jan-Ole Radecke, Yvonne Buschermoehle, Alena Buyx, Fabrice Wallois, Sampsa Pursiainen, Joachim Gross, Rebekka Lencer, Christian Engwer, Carsten Wolters

专题命中 EEG解码 ：EEG(title,abstract)

Comments 9 pages, 8 figures

EEG-based Image Feature Extraction for Visual Classification using Deep Learning

Alankrit Mishra, Nikhil Raj, Garima Bajwa

专题命中 EEG解码 ：EEG(title,abstract)

Comments 8 pages, 4 figures, to be published in 2022 International Conference on Intelligent Data Science Technologies and Applications (IDSTA)

Seeing your sleep stage: cross-modal distillation from EEG to infrared video

Jianan Han, Shaoxing Zhang, Aidong Men, Yang Liu, Ziming Yao, Yan Yan, Qingchao Chen

专题命中 EEG解码 ：EEG(title,abstract)

Comments We have submitted this paper to an academic journal

A tool towards EEG semi-autonomous electrode placement

Pan Liu, Ariston Reis, Paulo J. S. Gonçalves

专题命中 EEG解码 ：EEG(title,abstract)

Comments The Romanian Review Precision Mechanics, Optics & Mechatronics, In press

Relating the fundamental frequency of speech with EEG using a dilated convolutional network

Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout, Hugo Van Hamme, Tom Francart

专题命中 EEG解码 ：EEG(title,abstract)

Comments Accepted for Interspeech 2022

Ear-EEG Sensitivity Modelling for Neural and Artifact Sources

Metin Yarici, Mike Thornton, Danilo Mandic

专题命中 EEG解码 ：EEG(title,abstract)

EEG-based Emotion Recognition with Spatial and Functional Brain Mapping of CNS and PNS Signals

Zhiyao Cen, Xiangwen Deng, Hengjie Zheng, Jianing Zhao, Anjie Jin, Chentao Fu, Tianqi Wang, Shangming Yang, Jingdian Yang

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

Comments 10 pages, 5 figures

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

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)

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)

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)

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)

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

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

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)

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)

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)

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

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)

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)

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

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

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)

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