脑机接口 / BCI

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

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

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

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

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

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

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)

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)

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)

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

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

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

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

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

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

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

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

A novel convolutional neural network model to remove muscle artifacts from EEG

Haoming Zhang, Chen Wei, Mingqi Zhao, Haiyan Wu, Quanying Liu

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

Mind the beat: detecting audio onsets from EEG recordings of music listening

Ashvala Vinay, Alexander Lerch, Grace Leslie

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

Comments to be published in ICASSP 2021 4 figures, 5 pages (4 pages of content + 1 page of references)

Identification of EEG Dynamics During Freezing of Gait and Voluntary Stopping in Patients with Parkinson's Disease

Zehong Cao, Alka Rachel John, Hsiang-Ting Chen, Kaylena Ehgoetz Martens, Matthew Georgiades, Moran Gilat, Hung T. Nguyen, Simon J. G. Lewis, Chin-Teng Lin

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

Open-Source Concealed EEG Data Collection for Brain-Computer-Interfaces -- Real-World Neural Observation Through OpenBCI Amplifiers with Around-the-Ear cEEGrid Electrodes

Michael Thomas Knierim, Christoph Berger, Pierluigi Reali

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

Comments 28 pages, 14 figures, 2 appendices

Riemannian geometry-based decoding of the directional focus of auditory attention using EEG

Simon Geirnaert, Tom Francart, Alexander Bertrand

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

Comments 5 pages

Analysis of Relation between Motor Activity and Imaginary EEG Records

Enver Kaan Alpturk, Yakup Kutlu

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

Comments 6 pages, 4 figures, Journal of Artificial Intellicence with Application

Journal ref Journal of Artificial Intellicence with Application, 2020

EMAP: A Cloud-Edge Hybrid Framework for EEG Monitoring and Cross-Correlation Based Real-time Anomaly Prediction

Bharath Srinivas Prabakaran, Alberto García Jiménez, Germán Moltó Martínez, Muhammad Shafique

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

Comments Accepted for Publication at the 57th Design Automation Conference (DAC), July 2020, San Francisco, CA, USA

Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals

Valentin Gabeff, Tomas Teijeiro, Marina Zapater, Leila Cammoun, Sylvain Rheims, Philippe Ryvlin, David Atienza

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

Comments 28 pages, 11 figures, 12 tables

Retrieving the structure of probabilistic sequences of auditory stimuli from EEG data

Noslen Hernández, Aline Duarte, Guilherme Ost, Ricardo Fraiman, Antonio Galves, Claudia D. Vargas

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

Comments 16 pages, 7 figures

Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia

Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adalı

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

Correct block-design experiments mitigate temporal correlation bias in EEG classification

Simone Palazzo, Concetto Spampinato, Joseph Schmidt, Isaak Kavasidis, Daniela Giordano, Mubarak Shah

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

A Review of Deep Learning Approaches to EEG-Based Classification of Cybersickness in Virtual Reality

Caglar Yildirim

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

Comments 7 pages

A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction

Khansa Rasheed, Junaid Qadir, Terence J. O'Brien, Levin Kuhlmann, Adeel Razi

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

Comments 10 pages, 5 figures, 6 Tables, Journal paper