脑机接口 / BCI - arXivDaily 专题

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)

2106.00061 2021-06-02 eess.SP 79%

Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG

Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane, Gordon Lightbody, John M. O'Toole

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

Comments 5 pages, Accepted in 2021 European Signal Processing Conference (EUSIPCO)

2105.13854 2021-05-31 cs.LG cs.AI stat.AP 79%

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

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

Journal ref Neural Networks (2020)

2105.00104 2021-05-04 cs.LG 79%

Distilling EEG Representations via Capsules for Affective Computing

Guangyi Zhang, Ali Etemad

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

2104.08120 2021-04-19 cs.LG cs.CV 79%

Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder

Subham Nagar, Ahlad Kumar

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

Comments 13 pages, 9 figures, 37 references

2103.15755 2021-03-30 eess.SP 79%

Progress in neural networks for EEG signal recognition in 2021

Rakhmatulin Ildar

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

2103.02183 2021-03-04 eess.SP cs.AI cs.SD eess.AS 79%

Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network

Zhen Fu, Bo Wang, Xihong Wu, Jing Chen

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

Comments 5 pages, 4 figures, submitted to EUSIPCO 2021

2007.00898 2021-03-03 eess.SP physics.data-an 79%

Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures

Akira Furui, Ryota Onishi, Akihito Takeuchi, Tomoyuki Akiyama, Toshio Tsuji

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

Journal ref IEEE Transactions on Biomedical Engineering, vol. 68, no. 2, pp. 515-525, 2021

2102.11922 2021-02-25 eess.SP cs.AI 79%

Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification

Puneet Mathur, Trisha Mittal, Dinesh Manocha

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

Comments Accepted to ICASSP 2021

2102.07669 2021-02-16 cs.LG math.AT 79%

Geometric feature performance under downsampling for EEG classification tasks

Bryan Bischof, Eric Bunch

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

Comments 10 pages

2102.07127 2021-02-16 cs.HC 79%

Affective State Recognition through EEG Signals Feature Level Fusion and Ensemble Classifier

Md. Mahbubur Rahman, Akash Poddar, Md. Golam Rabiul Alam, Samrat Kumar Dey

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

Comments 18 pages, 7 figures

1. EEG解码 3887 篇

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

Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

Distilling EEG Representations via Capsules for Affective Computing

Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder

Progress in neural networks for EEG signal recognition in 2021

Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network

Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures

Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification

Geometric feature performance under downsampling for EEG classification tasks

Affective State Recognition through EEG Signals Feature Level Fusion and Ensemble Classifier