脑机接口 / BCI - arXivDaily 专题

2208.02405 2022-08-05 eess.SP 79%

Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG

Wei Yan Peh, Yuanyuan Yao, Justin Dauwels

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

Comments This is an extension to a paper presented at the 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Scottish Event Campus, Glasgow, UK, July 11-15, 2022

2207.11696 2022-08-04 stat.ME eess.SP 79%

The WQN algorithm to adaptively correct artifacts in the EEG signal

Matteo Dora, Stéphane Jaffard, David Holcman

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

Journal ref Applied and Computational Harmonic Analysis (2022)

2207.14799 2022-08-01 cs.LG 79%

A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)

Hang Du, Rebecca Pillai Riddell, Xiaogang Wang

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

2207.11168 2022-07-25 q-bio.NC 79%

Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task"

Patrick Ofner, Joana Pereira, Reinmar Kobler, Andreas Schwarz, Gernot R. Müller-Putz

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

2207.00323 2022-07-25 eess.AS cs.LG 79%

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders

Lies Bollens, Tom Francart, Hugo Van Hamme

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

Journal ref ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 1256-1260

2207.06109 2022-07-15 cs.CR eess.SP 79%

A Personalised User Authentication System based on EEG Signals

Christos Stergiadis, Vasiliki-Despoina Kostaridou, Simeon Veloudis, Dimitrios Kazis, Manousos Klados

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

2206.09807 2022-06-22 eess.SP 79%

Deep representation of EEG data from Spatio-Spectral Feature Images

Nikesh Bajaj, Jesús Requena Carrión, Francesco Bellotti

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

Comments For reproducing results and supporting code, visit https://phyaat.github.io

1605.01381 2022-06-22 q-bio.NC 79%

Review of analytical instruments for EEG analysis

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

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

Comments Review and rework

2206.00926 2022-06-03 eess.SP 79%

Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes

Monira Islam, Tan Lee

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

Comments Accepted in 44th International Engineering in Medicine and Biology Conference (EMBC 2022)

2206.00918 2022-06-03 eess.SP 79%

MEMD-HHT based Emotion Detection from EEG using 3D CNN

Monira Islam, Tan Lee

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

Comments Accepted in 44th International Engineering in Medicine and Biology Conference (EMBC 2022)

2104.02935 2022-04-26 cs.LG 79%

TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition

Yi Ding, Neethu Robinson, Su Zhang, Qiuhao Zeng, Cuntai Guan

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

Comments Accepted as a regular paper in IEEE Transactions on Affective Computing. A version after proof-reading. Some typos in the Early Access version of IEEE Xplore are corrected

Journal ref IEEE Transactions on Affective Computing 2022

2204.08086 2022-04-19 q-bio.NC 79%

Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy

Nishant Sinha, John S. Duncan, Beate Diehl, Fahmida A. Chowdhury, Jane de Tisi, Anna Miserocchi, Andrew W. McEvoy, Kathryn A. Davis, Sjoerd B. Vos, Gavin P. Winston, Yujiang Wang, Peter N. Taylor

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

2203.02552 2022-04-14 cs.LG 79%

A streamable large-scale clinical EEG dataset for Deep Learning

Dung Truong, Manisha Sinha, Kannan Umadevi Venkataraju, Michael Milham, Arnaud Delorme

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

2204.04533 2022-04-12 cs.LG 79%

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis

Md Shafayet Hossain, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal H. M. Ali, Ahmad Ashrif A. Bakar, Serkan Kiranyaz, Amith Khandakar, Mohammed Alhatou, Rumana Habib, Muhammad Maqsud Hossain

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

Comments 25 pages, 10 figures and 2 tables

2103.07274 2022-04-12 cs.CR eess.SP 79%

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms

Arafat Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Kh Shahriya Zaman, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam, Muhammad Abdul Kadir

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

Comments 16 pages, 11 Figures, 7 tables

Journal ref IEEE Access ( Volume: 9), 94625 - 94643, 2021

2204.02905 2022-04-07 cs.CL cs.HC 79%

EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenarios

Sunit Bhattacharya, Věra Kloudová, Vilém Zouhar, Ondřej Bojar

专题命中 EEG解码：EEG(title,abstract)；分类 cs.HC

Comments Submitted to Nature Scientific Data

2203.02354 2022-04-01 eess.SP cs.SY eess.SY 79%

Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep

Maria Laura Ferster, Giulia Da Poian, Kiran Menachery, Simon J. Schreiner, Caroline Lustenberger, Angelina Maric, Reto Huber, Christian Baumann, Walter Karlen

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

2203.12910 2022-03-25 eess.SP 79%

SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification

Jialin Wang, Rui Gao, Haotian Zheng, Hao Zhu, C. -J. Richard Shi

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

Comments 12 pages, 7 figures

2201.12055 2022-03-22 cs.LG 79%

Automated Feature Extraction on AsMap for Emotion Classification using EEG

Md. Zaved Iqubal Ahmed, Nidul Sinha, Souvik Phadikar, Ebrahim Ghaderpour

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

Comments 18 pages, 7 figures, published in Sensors (MDPI)

Journal ref Sensors 2022, 22(6), 2346

2203.10009 2022-03-21 cs.LG cs.CV 79%

Analyzing EEG Data with Machine and Deep Learning: A Benchmark

Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Daniele Pannone

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

Comments conference, 11 pages, 5 figures

2203.05191 2022-03-11 q-bio.NC 79%

Evaluation of Performance for Human In-Vivo Conductivity Estimation from EEG and sEEG Recorded in Simultaneous with Intracerebral Electrical Stimulation

Hamza Altakroury, Laurent Koessler, Radu Ranta, Janis Hofmanis, Sophie Colnat Coulbois, Louis Maillard, Valérie Louis Dorr

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

2202.09750 2022-02-22 cs.SD cs.IR cs.LG eess.AS 79%

Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation

Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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

Comments 5 pages, 3 figures, IEEE ICASSP 2022

2109.00852 2022-02-21 q-bio.PE q-bio.NC 79%

Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm

Niamh McCallan, Scot Davidson, Kok Yew Ng, Pardis Biglarbeigi, Dewar Finlay, Boon Leong Lan, James McLaughlin

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

Comments 8 pages, 6 figures, accepted for publication at the 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

Journal ref 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2021, pp. 1269-1276

2009.14264 2022-02-16 q-bio.NC 79%

Reduced neural activity during volatile anesthesia compared to TIVA: evidence from a novel EEG signal processing analysis

Amitai Bickel, Alexey Gavrilov, Shimon Ivry, Neta B Maimon, Lior Molcho, Nathan Intrator

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

2109.11732 2022-02-14 cs.LG cs.CV 79%

Holistic Semi-Supervised Approaches for EEG Representation Learning

Guangyi Zhang, Ali Etemad

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

Comments Accepted by IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022)

2106.13695 2022-02-09 cs.LG 79%

CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals

Cédric Rommel, Thomas Moreau, Joseph Paillard, Alexandre Gramfort

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

2202.03265 2022-02-08 eess.SP 79%

Image-based eeg classification of brain responses to song recordings

Adolfo G. Ramirez-Aristizabal, Mohammad K. Ebrahimpour, Christopher T. Kello

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

Comments 6 pages, 2 figures, 3 tables, 2 equations

2202.02487 2022-02-08 eess.SP 79%

An Olfactory EEG Signal Classification Network Based on Frequency Band Feature Extraction

Biao Sun, Zhigang Wei, Pei Liang, Huirang Hou

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

2112.07252 2022-02-08 eess.SP cs.AI 79%

A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging

Vaibhav Joshi, Sricharan Vijayarangan, Preejith SP, Mohanasankar Sivaprakasam

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

Comments Preprint Only

1812.09506 2022-02-02 eess.SP 79%

Certainty based Reduced Sparse Solution for Dense Array EEG Source Localization

Teja Mannepalli, Aurobinda Routray

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

Comments IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2018

Journal ref IEEE Transactions on Neural Systems and Rehabilitation Engineering 27.2 (2018): 172-178

1. EEG解码 3892 篇

Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG

The WQN algorithm to adaptively correct artifacts in the EEG signal

A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)

Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task"

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders

A Personalised User Authentication System based on EEG Signals

Deep representation of EEG data from Spatio-Spectral Feature Images

Review of analytical instruments for EEG analysis

Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes

MEMD-HHT based Emotion Detection from EEG using 3D CNN

TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition

Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy

A streamable large-scale clinical EEG dataset for Deep Learning

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms

EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenarios

Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep

SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification

Automated Feature Extraction on AsMap for Emotion Classification using EEG

Analyzing EEG Data with Machine and Deep Learning: A Benchmark

Evaluation of Performance for Human In-Vivo Conductivity Estimation from EEG and sEEG Recorded in Simultaneous with Intracerebral Electrical Stimulation

Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation

Seizure Classification of EEG based on Wavelet Signal Denoising Using a Novel Channel Selection Algorithm

Reduced neural activity during volatile anesthesia compared to TIVA: evidence from a novel EEG signal processing analysis

Holistic Semi-Supervised Approaches for EEG Representation Learning

CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals

Image-based eeg classification of brain responses to song recordings

An Olfactory EEG Signal Classification Network Based on Frequency Band Feature Extraction

A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging

Certainty based Reduced Sparse Solution for Dense Array EEG Source Localization