脑机接口 / BCI - arXivDaily 专题

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

2201.08747 2022-01-24 q-bio.NC cs.AI 79%

Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI

Jalal Mirakhorli

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

Comments 13 pages, 2 figures

2106.14675 2022-01-24 q-bio.NC 79%

Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis

Nicolás J. Gallego-Molina, Andrés Ortiz, Francisco J. Martínez-Murcia, Marco Formoso, Almudena Giménez

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

2201.00628 2022-01-12 eess.SP cs.AI 79%

An EEG-based approach for Parkinson's disease diagnosis using Capsule network

Shujie Wang, Gongshu Wang, Guangying Pei

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

Comments 6 pages,2 image, 3 tables

2201.03432 2022-01-11 eess.SP 79%

EEG Based Emotion Sensing using convolutional neural networks

Shivaditya Shivganesh

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

Comments Preliminary should not be taken to value

2105.04643 2022-01-11 q-bio.NC 79%

Normative brain mapping of interictal intracranial EEG to localise epileptogenic tissue

Peter N Taylor, Christoforos A Papasavvas, Thomas W Owen, Gabrielle M Schroeder, Frances E Hutchings, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Andrew W McEvoy, Anna Miserocchi, Jane de Tisi, Sjoerd B Vos, Matthew C Walker, Yujiang Wang

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

Comments 25 pages, 6 figures

2112.12380 2021-12-24 eess.SP 79%

Temporal Analysis of Functional Brain Connectivity for EEG-based Emotion Recognition

Ensieh Khazaei, Hoda Mohammadzade

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

Comments 10 pages, 6 figures, journal paper

2106.03461 2021-12-22 cs.NE eess.SP 79%

Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks

Arjun, Aniket Singh Rajpoot, Mahesh Raveendranatha Panicker

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

Comments Under Review in Elsevier Biomedical Signal Processing and Control

2112.10026 2021-12-21 eess.SP 79%

Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces

Xiaying Wang, Lukas Cavigelli, Tibor Schneider, Luca Benini

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

2112.01092 2021-12-03 q-bio.NC 79%

Extracting seizure onset from surface EEG with Independent Component Analysis: insights from simultaneous scalp and intracerebral EEG

Andrei Barborica, Ioana Mindruta, Laurent Sheybani, Laurent Spinelli, Irina Oane, Constantin Pistol, Cristian Donos, Victor J López-Madrona, Serge Vulliemoz, Christian Bénar, Víctor López-Madrona, Christian-George Bénar

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

Journal ref Neuroimage-Clinical, Elsevier, 2021, 32, pp.102838

2105.08492 2021-11-30 eess.AS cs.SD eess.SP q-bio.QM 79%

Deep Correlation Analysis for Audio-EEG Decoding

Jaswanth Reddy Katthi, Sriram Ganapathy

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

Comments Got accepted to IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

2110.05635 2021-11-15 cs.LG 79%

Real-time EEG-based Emotion Recognition using Discrete Wavelet Transforms on Full and Reduced Channel Signals

Josef Bajada, Francesco Borg Bonello

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

2110.09955 2021-11-09 eess.SP cs.CV 79%

Positional-Spectral-Temporal Attention in 3D Convolutional Neural Networks for EEG Emotion Recognition

Jiyao Liu, Yanxi Zhao, Hao Wu, Dongmei Jiang

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

2110.03529 2021-10-08 q-bio.NC cs.CL 79%

Using Single-Trial Representational Similarity Analysis with EEG to track semantic similarity in emotional word processing

Feng Cheng

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

2109.07839 2021-09-17 cs.LG 79%

Self-supervised Contrastive Learning for EEG-based Sleep Staging

Xue Jiang, Jianhui Zhao, Bo Du, Zhiyong Yuan

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

Comments IJCNN 2021

2109.05694 2021-09-14 cs.CL cs.LG 79%

SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports

Samarth Rawal, Yogatheesan Varatharajah

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

2108.13611 2021-09-01 q-bio.NC 79%

EEG-connectivity: A fundamental guide and checklist for optimal study design and evaluation

Aleksandra Miljevic, Neil W. Bailey, Fidel Vila-Rodriguez, Sally E. Herring, Paul B. Fitzgerald

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

1. EEG解码 3907 篇

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

Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI

Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis

An EEG-based approach for Parkinson's disease diagnosis using Capsule network

EEG Based Emotion Sensing using convolutional neural networks

Normative brain mapping of interictal intracranial EEG to localise epileptogenic tissue

Temporal Analysis of Functional Brain Connectivity for EEG-based Emotion Recognition

Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks

Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces

Extracting seizure onset from surface EEG with Independent Component Analysis: insights from simultaneous scalp and intracerebral EEG

Deep Correlation Analysis for Audio-EEG Decoding

Real-time EEG-based Emotion Recognition using Discrete Wavelet Transforms on Full and Reduced Channel Signals

Positional-Spectral-Temporal Attention in 3D Convolutional Neural Networks for EEG Emotion Recognition

Using Single-Trial Representational Similarity Analysis with EEG to track semantic similarity in emotional word processing

Self-supervised Contrastive Learning for EEG-based Sleep Staging

SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports

EEG-connectivity: A fundamental guide and checklist for optimal study design and evaluation