脑机接口 / BCI - arXivDaily 专题

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

2108.01030 2021-08-03 eess.SP 79%

Open and free EEG datasets for epilepsy diagnosis

Palak Handa, Monika Mathur, Nidhi Goel

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

2108.00216 2021-08-03 eess.SP 79%

Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices

Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque

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

Comments To appear at the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'21), October 31

2003.06463 2021-07-28 q-bio.NC nlin.AO physics.data-an 79%

Scale-specific dynamics of large-amplitude bursts in EEG capture behaviorally meaningful variability

Kanika Bansal, Javier O. Garcia, Nina Lauharatanahirun, Sarah F. Muldoon, Paul Sajda, Jean M. Vettel

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

2107.10910 2021-07-27 cs.HC 79%

Designing Mobile EEG Neurofeedback Games for Children with Autism: Implications from Industry Practice

Zhaoyi Yang, Pengcheng An, Jinchen Yang, Samuel Strojny, Zihui Zhang, Dongsheng Sun, Jian Zhao

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

2008.04569 2021-07-21 eess.SP eess.AS 79%

EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices

Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigné, Edmund Lalor, Bernd T. Meyer, Sina Miran, Tom Francart, Alexander Bertrand

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

2102.08083 2021-07-08 cs.LG 79%

Orthogonal Features-based EEG Signal Denoising using Fractionally Compressed AutoEncoder

Subham Nagar, Ahlad Kumar, M. N. S. Swamy

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

Comments 9 pages, 8 figures, 26 references

1912.05507 2021-07-02 eess.SP physics.bio-ph 79%

Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRI

Ahmad Mayeli, Obada Al Zoubi, Kaylee Henry, Chung Ki Wong, Evan J. White, Qingfei Luo, Vadim Zotev, Hazem Refai, the Tulsa 1000 Investigators, Jerzy Bodurka

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

Comments *These authors contributed equally: Ahmad Mayeli and Obada Al Zoubi. J. Neural Eng. (2021)

1. EEG解码 3900 篇

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

Open and free EEG datasets for epilepsy diagnosis

Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices

Scale-specific dynamics of large-amplitude bursts in EEG capture behaviorally meaningful variability

Designing Mobile EEG Neurofeedback Games for Children with Autism: Implications from Industry Practice

EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices

Orthogonal Features-based EEG Signal Denoising using Fractionally Compressed AutoEncoder

Automated Pipeline for EEG Artifact Reduction (APPEAR) Recorded during fMRI