脑机接口 / BCI

fMRI from EEG is only Deep Learning away: the use of interpretable DL to unravel EEG-fMRI relationships

Alexander Kovalev, Ilia Mikheev, Alexei Ossadtchi

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 q-bio.NC、cs.LG

Comments 11 pages. Add acknowledgment

EPOC Emotiv EEG Basics

Rodrigo Ramele, Ana Julia Villar, Juan Miguel Santos

专题命中 EEG解码 ：EEG(title)；BCI(abstract)；brain-computer interface(abstract)；分类 q-bio.NC、eess.SP

Comments 14 pages, 9 figures

Riemannian classification of EEG signals with missing values

Alexandre Hippert-Ferrer, Ammar Mian, Florent Bouchard, Frédéric Pascal

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.HC

Exploiting Multiple EEG Data Domains with Adversarial Learning

David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Comments 5 pages, 3 figures, IEEE EMBC 2022 full paper

Towards physiology-informed data augmentation for EEG-based BCIs

Oleksandr Zlatov, Benjamin Blankertz

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships

David Calhas, Rui Henriques

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)；分类 q-bio.NC、cs.LG

Embedding Decomposition for Artifacts Removal in EEG Signals

Junjie Yu, Chenyi Li, Kexin Lou, Chen Wei, Quanying Liu

专题命中 EEG解码 ：EEG(title,abstract)；neural signal(abstract)；分类 eess.SP、cs.LG

A Brief Summary of EEG Artifact Handling

Ibrahim Kaya

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 q-bio.NC、eess.SP

Comments IntechOpen Available from: https://www.intechopen.com/online-first/77731

On the interpretation of linear Riemannian tangent space model parameters in M/EEG

Reinmar J. Kobler, Jun-Ichiro Hirayama, Lea Hehenberger Catarina Lopes-Dias, Gernot R. Müller-Putz, Motoaki Kawanabe

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization

Chen Wei, Kexin Lou, Zhengyang Wang, Mingqi Zhao, Dante Mantini, Quanying Liu

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features

Xiaolong Zhong, Zhong Yin

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)；分类 eess.SP、cs.LG

Correlation based Multi-phasal models for improved imagined speech EEG recognition

Rini A Sharon, Hema A Murthy

专题命中 EEG解码 ：EEG(title,abstract)；brain computer interface(abstract)；分类 eess.SP、cs.LG

Journal ref Interspeech SMM 2020

ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs

Andrea Valenti, Michele Barsotti, Raffaello Brondi, Davide Bacciu, Luca Ascari

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；分类 eess.SP、cs.LG

Comments Accepted at the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2020)

Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis

Mohammad-Parsa Hosseini, Cecilia Hemingway, Jerard Madamba, Alexander McKee, Natalie Ploof, Jennifer Schuman, Elliot Voss

专题命中 EEG解码 ：EEG(title)；BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals

Shuyue Jia, Yimin Hou, Yan Shi, Yang Li

专题命中 EEG解码 ：EEG(title,abstract)；motor imagery(abstract)；分类 eess.SP、cs.LG

An Improved EEG Acquisition Protocol Facilitates Localized Neural Activation

Jerrin Thomas Panachakel, Nandagopal Netrakanti Vinayak, Maanvi Nunna, A. G. Ramakrishnan, Kanishka Sharma

专题命中 EEG解码 ：EEG(title,abstract)；motor imagery(abstract)；分类 q-bio.NC、eess.SP

Comments Preprint of the paper presented at ComNet 2019

A Novel Deep Learning Architecture for Decoding Imagined Speech from EEG

Jerrin Thomas Panachakel, A. G. Ramakrishnan, T. V. Ananthapadmanabha

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)；分类 eess.SP、cs.LG

Comments Preprint of the paper presented at IEEE AIBEC 2019, Austria

Decoding Visual Responses based on Deep Neural Networks with Ear-EEG Signals

Young-Eun Lee, Minji Lee

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.HC

Comments 6 pages, 3 figures, conference

Classification of EEG Signal based on non-Gaussian Neutral Vector

Zhanyu Ma

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.LG

Comments Technical Report

Differences in MEG and EEG power-law scaling explained by a coupling between spatial coherence and frequency: a simulation study

Christian-G. Bénar, C. Grova, V. Jirsa, J. Lina

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)；分类 q-bio.NC、eess.SP

Journal ref Journal of Computational Neuroscience, Springer Verlag, 2019, 47 (1), pp.31-41

Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task

Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Mujdat Cetin

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；分类 eess.SP、cs.LG

Comments 11 pages, 6 figures; submitted to the Journal of Biomedical and Health Informatics

Multi-subject MEG/EEG source imaging with sparse multi-task regression

Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)；分类 q-bio.NC、cs.LG

Comments version 2. arXiv admin note: text overlap with arXiv:1902.04812

EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training

Yuqi Cuui, Yifan Xu, Dongrui Wu

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Applying Transfer Learning To Deep Learned Models For EEG Analysis

Axel Uran, Coert van Gemeren, Rosanne van Diepen, Ricardo Chavarriaga, José del R. Millán

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；分类 eess.SP、cs.LG

Comments 14 pages, 6 figures

Building Brain Invaders: EEG data of an experimental validation

Gijsbrecht Van Veen, Alexandre Barachant, Anton Andreev, Grégoire Cattan, Pedro Coelho Rodrigues, Marco Congedo

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 q-bio.NC、cs.HC

Comments arXiv admin note: substantial text overlap with arXiv:1904.09111

A Real-time Control Approach for Unmanned Aerial Vehicles using Brain-computer Interface

Ravi M. Vishwanath, Saumya Kumaar, S N Omkar

专题命中 EEG解码 ：brain-computer interface(title)；BCI(abstract)；EEG(abstract)；分类 cs.HC、cs.RO

Comments 7 pages

Directional and Causal Information Flow in EEG for Assessing Perceived Audio Quality

Ketan Mehta, Joerg Kliewer

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)；分类 q-bio.NC、eess.SP

Comments IEEE Transactions on Molecular, Biological, and Multi-Scale Communication, September 2017, Vol. 3

Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization

Dongrui Wu, Vernon J. Lawhern, W. David Hairston, Brent J. Lance

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Journal ref IEEE Trans. on Neural Systems and Rehabilitation Engineering, 24(11), pp. 1125-1137 (2016)

Towards the bio-personalization of music recommendation systems: A single-sensor EEG biomarker of subjective music preference

Dimitrios A. Adamos, Stavros I. Dimitriadis, Nikolaos A. Laskaris

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；分类 q-bio.NC、cs.HC

Journal ref Information Sciences, Volumes 343 - 344, 20 May 2016, Pages 94 - 108

Bio-Inspired Filter Banks for SSVEP-based Brain-Computer Interfaces

A. Fatih Demir, Huseyin Arslan, Ismail Uysal

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 q-bio.NC、cs.HC

Comments 2016 IEEE International Conference on Biomedical and Health Informatics (BHI)

Journal ref 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Feb. 2016, pp. 144-147