脑机接口 / BCI - arXivDaily 专题

1302.4242 2021-02-11 cs.LG stat.ML 77%

Metrics for Multivariate Dictionaries

Sylvain Chevallier, Quentin Barthélemy, Jamal Atif

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

1310.7662 2020-05-11 q-bio.NC 77%

Spectral dissociation of lateralized pairs of brain rhythms

Emmanuelle Tognoli, J. A. Scott Kelso

专题命中 EEG解码：brain computer interface(abstract)；EEG(abstract)；cortical(abstract)；分类 q-bio.NC

Comments 6 pages, 2 figures

1802.03996 2019-08-27 cs.HC 77%

Know Your Mind: Adaptive Brain Signal Classification with Reinforced Attentive Convolutional Neural Networks

Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, Yunhao Liu

专题命中 EEG解码：brain-computer interface(abstract)；EEG(abstract)；motor imagery(abstract)；分类 cs.HC

Comments 10 pages, Accepted by ICDM 2019 as full paper

Journal ref International Conference on Data Mining (ICDM 2019) as full paper

1907.12354 2019-07-30 eess.SP 77%

HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm

Reinmar J. Kobler, Andreea I. Sburlea, Valeria Mondini, Gernot R. Müller-Putz

专题命中 EEG解码：BCI(abstract)；EEG(abstract)；cortical(abstract)；分类 eess.SP

1906.12251 2019-07-01 cs.HC 77%

Engineering study on the use of Head-Mounted display for Brain- Computer Interface

Anton Andreev, Grégoire Cattan, M Congedo

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

1712.01977 2017-12-07 cs.NE cs.LG stat.ML 77%

Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks

Nand Sharma

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

1703.02938 2017-03-09 cs.HC 77%

Context-Aware Recursive Bayesian Graph Traversal in BCIs

Seyed Sadegh Mohseni Salehi, Mohammad Moghadamfalahi, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus

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

Comments This work has been submitted to EMBC 2017

1611.00033 2016-11-02 q-bio.NC 77%

Wavelet algorithm for the identification of P300 ERP component

S. N. Agapov, V. A Bulanov, A. V. Zakharov, M. S. Sergeeva

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

1608.06863 2016-08-25 cs.CV cs.LG stat.ML 77%

Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification

Victoria Peterson, Hugo Leonardo Rufiner, Ruben Daniel Spies

专题命中 EEG解码：BCI(abstract)；brain computer interface(abstract)；EEG(abstract)；分类 cs.LG

Comments 27 pages, 4 figures

1602.00904 2016-02-04 cs.HC cs.CV stat.ML 77%

Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIs

Vangelis P. Oikonomou, Georgios Liaros, Kostantinos Georgiadis, Elisavet Chatzilari, Katerina Adam, Spiros Nikolopoulos, Ioannis Kompatsiaris

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

1404.5122 2014-11-18 cs.IT cs.LG math.IT stat.ML 77%

Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals

Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Zhouyue Pi, Bhaskar D. Rao

专题命中 EEG解码：BCI(abstract)；brain computer interface(abstract)；EEG(abstract)；分类 cs.LG

Comments Codes are available at: https://sites.google.com/site/researchbyzhang/stsbl

Journal ref IEEE Transactions On Neural Systems And Rehabilitation Engineering, Vol. 22, No. 6, pp. 1186-1197, November 2014

1304.1565 2013-04-08 q-bio.NC physics.med-ph stat.AP 77%

Bayesian Odds-Ratio Filters: A Template-Based Method for Online Detection of P300 Evoked Responses

Asim M. Mubeen, Kevin H. Knuth

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

Comments 9 pages, 3 figures

2112.11218 2025-08-05 eess.SP cs.LG cs.NE 76%

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG

Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado-Dias, Antonio G. Ravelo-García

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

Comments 47 pages, 7 figures, 4 tables, for journal publication

2503.09349 2025-06-17 eess.SP cs.SD eess.AS q-bio.NC 76%

Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech

Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand

机构 * KU Leuven institute for AI（KU莱顿人工智能研究所）； KU Leuven（KU莱顿大学）

专题命中 EEG解码：neural decoding(title)；分类 q-bio.NC、eess.SP

2505.23669 2025-05-30 eess.SP q-bio.NC 76%

Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG

Syeda Abeera Amir, Artur Agaronyan, William Gaillard, Chima Oluigbo, Syed Muhammad Anwar

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

2408.15255 2024-08-29 eess.SP cs.CV cs.LG 76%

Emotion Classification from Multi-Channel EEG Signals Using HiSTN: A Hierarchical Graph-based Spatial-Temporal Approach

Dongyang Kuang, Xinyue Song, Craig Michoski

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

Comments Draft

2402.17538 2024-06-13 cs.HC eess.SP 76%

A TDM-based Analog Front-End for Ear-EEG Recording with 74.5-GΩ Input Impedance, 384-mV DC Tolerance and 0.27-μVrms Input-Referred Noise

Huiyong Zheng, Wenning Jiang, Xiao Liu

专题命中 EEG解码：EEG(title)；分类 eess.SP、cs.HC

2312.09423 2023-12-18 eess.SP cs.AI cs.LG 76%

Decoding EEG-based Workload Levels Using Spatio-temporal Features Under Flight Environment

Dae-Hyeok Lee, Sung-Jin Kim, Si-Hyun Kim, Seong-Whan Lee

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

Comments 5 pages, 3 figures, 1 table, 1 algorithm

2311.17204 2023-11-30 cs.LG eess.SP 76%

Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest

Rumman Ahmed Prodhan, Sumya Akter, Tanmoy Sarkar Pias, Md. Akhtaruzzaman Adnan

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

2303.17995 2023-05-19 cs.LG cs.AI eess.SP nlin.CD 76%

Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation

Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari

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

Comments 26 pages, 18 figures, 2 tables

Journal ref Algorithms 2023, 16, 255

2206.01939 2022-08-18 cs.LG q-bio.NC 76%

Learning Generative Factors of EEG Data with Variational auto-encoders

Maksim Zhdanov, Saskia Steinmann, Nico Hoffmann

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

Comments Accepted to DGM4MICCAI workshop at MICCAI 2022

2206.14520 2022-06-30 cs.LG eess.SP 76%

Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis

Tiago Leal, Antonio Dourado, Fabio Lopes, Cesar Teixeira

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

Comments 11 pages, 5 figures, 3 tables. arXiv admin note: text overlap with arXiv:2204.07034

2111.08446 2022-05-11 eess.SP cs.AI cs.LG 76%

Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions

Huy Phan, Kaare Mikkelsen

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

Comments This article has been published in the Physiological Measurement journal

2201.01181 2022-01-05 cs.HC eess.SP 76%

Exploiting EEG Signals for Eye Motion Tracking

R. Kovtun, S. Radchenko, A. Netreba, O. Sudakov, R. Natarov, Z. Dyka, I. Kabin, P. Langendörfer

专题命中 EEG解码：EEG(title)；分类 eess.SP、cs.HC

Comments 5 pages

Journal ref 2020 IEEE East-West Design & Test Symposium (EWDTS), 2020, pp. 1-5

2201.00644 2022-01-04 eess.SP cs.LG 76%

Feature matching as improved transfer learning technique for wearable EEG

Elisabeth R. M. Heremans, Huy Phan, Amir H. Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos

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

Comments 14 pages, 6 figues

2009.11245 2021-06-09 eess.SP cs.AI cs.NE q-bio.NC 76%

An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG

Mohammadali Sharifshazileh, Karla Burelo, Johannes Sarnthein, Giacomo Indiveri

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

Comments 16 pages. A short video describing the rationale underlying the study can be viewed on https://youtu.be/NuAA91fdmaM

2007.12764 2021-05-25 eess.SP cs.CV q-bio.NC 76%

Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning

Ghazale Ghorbanzade, Zahra Nabizadeh-ShahreBabak, Shadrokh Samavi, Nader Karimi, Ali Emami, Pejman Khadivi

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

Comments 10 pages 2 figures

2009.05407 2020-09-14 eess.SP cs.LG 76%

TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings

Taeheon Lee, Jeonghwan Hwang, Honggu Lee

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

Comments 10 pages, 5 figures, written in cikm format

2008.13625 2020-09-01 q-bio.NC cs.LG stat.ML 76%

Transfer entropy applied on EEG in depression reveals aberrated dynamics

Milena Cukic, Slavoljub Radenkovic, Miodrag Stokic, Danka Savic

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

Comments 23 pages, 1 figure

1809.03300 2020-09-01 eess.SP q-bio.NC 76%

Classification of grasping tasks based on EEG-EMG coherence

Giulia Cisotto, Anna V. Guglielmi, Leonardo Badia, Andrea Zanella

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

Journal ref 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom)

1. EEG解码 3903 篇

Metrics for Multivariate Dictionaries

Spectral dissociation of lateralized pairs of brain rhythms

Know Your Mind: Adaptive Brain Signal Classification with Reinforced Attentive Convolutional Neural Networks

HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm

Engineering study on the use of Head-Mounted display for Brain- Computer Interface

Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks

Context-Aware Recursive Bayesian Graph Traversal in BCIs

Wavelet algorithm for the identification of P300 ERP component

Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification

Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIs

Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals

Bayesian Odds-Ratio Filters: A Template-Based Method for Online Detection of P300 Evoked Responses

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG

Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech

Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG

Emotion Classification from Multi-Channel EEG Signals Using HiSTN: A Hierarchical Graph-based Spatial-Temporal Approach

A TDM-based Analog Front-End for Ear-EEG Recording with 74.5-GΩ Input Impedance, 384-mV DC Tolerance and 0.27-μVrms Input-Referred Noise

Decoding EEG-based Workload Levels Using Spatio-temporal Features Under Flight Environment

Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest

Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation

Learning Generative Factors of EEG Data with Variational auto-encoders

Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis

Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions

Exploiting EEG Signals for Eye Motion Tracking

Feature matching as improved transfer learning technique for wearable EEG

An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG

Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning

TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings

Transfer entropy applied on EEG in depression reveals aberrated dynamics

Classification of grasping tasks based on EEG-EMG coherence