脑机接口 / BCI - arXivDaily 专题

2105.02823 2021-05-07 cs.LG eess.SP 62%

A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction

Ziyu Wang, Jie Yang, Mohamad Sawan

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 4 pages, 6 figures

2104.05497 2021-04-13 q-bio.NC cs.LG 62%

Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis

Marco A. Formoso, Andrés Ortiz, Francisco J. Martínez-Murcia, Nicolás Gallego-Molina, Juan L. Luque

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC、cs.LG

2102.00159 2021-04-13 cs.HC eess.SP 62%

Revealing Preference in Popular Music Through Familiarity and Brain Response

Soravitt Sangnark, Phairot Autthasan, Puntawat Ponglertnapakorn, Phudit Chalekarn, Thapanun Sudhawiyangkul, Manatsanan Trakulruangroj, Sarita Songsermsawad, Rawin Assabumrungrat, Supalak Amplod, Kajornvut Ounjai, Theerawit Wilaiprasitporn

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.HC

Journal ref IEEE Sensors Journal, 2021

2104.02058 2021-04-06 eess.SP cs.LG cs.SY eess.SY 62%

Neurological Status Classification Using Convolutional Neural Network

Mehrad Jaloli, Divya Choudhary, Marzia Cescon

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 6 pages, 4 figures, \c{opyright} 2020 the authors. This work has been accepted to IFAC for publication under a Creative Commons Licence CC-BY-NC-ND

2009.03027 2021-03-05 cs.LG eess.SP stat.ML 62%

Automatic detection of microsleep episodes with deep learning

Alexander Malafeev, Anneke Hertig-Godeschalk, David R. Schreier, Jelena Skorucak, Johannes Mathis, Peter Achermann

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

2004.03456 2021-02-12 cs.LG eess.SP stat.ML 62%

Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection

Jefferson Tales Oliva, João Luís Garcia Rosa

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 19 pages, 6 figures, 10 tables. Obs.: in the text, English editing is required. A new version of this text will be available once we have completed their review

2102.03885 2021-02-09 cs.LG eess.SP math.ST stat.TH 62%

Few-shot time series segmentation using prototype-defined infinite hidden Markov models

Yazan Qarout, Yordan P. Raykov, Max A. Little

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

2101.10869 2021-02-01 eess.SP cs.LG 62%

A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram

Navjodh Singh Dhillon, Agustinus Sutandi, Manoj Vishwanath, Miranda M. Lim, Hung Cao, Dong Si

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 12 pages, 6 figures

2101.05608 2021-01-15 cs.LG cs.CV eess.SP 62%

Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information

Lasitha Vidyaratne, Mahbubul Alam, Alexander Glandon, Anna Shabalina, Christopher Tennant, Khan Iftekharuddin

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

2011.08982 2020-11-19 eess.SP cs.LG 62%

Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording

Zaid Bin Tariq, Arun Iyengar, Lara Marcuse, Hui Su, Bülent Yener

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 8 pages

2006.05113 2020-10-06 cs.CL cs.LG q-bio.NC 62%

Human brain activity for machine attention

Lukas Muttenthaler, Nora Hollenstein, Maria Barrett

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC、cs.LG

1903.03232 2020-10-01 cs.LG q-bio.NC stat.ML 62%

SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification

Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC、cs.LG

2005.11031 2020-09-01 cs.CV cs.LG eess.SP 62%

Feature selection for gesture recognition in Internet-of-Things for healthcare

Giulia Cisotto, Martina Capuzzo, Anna V. Guglielmi, Andrea Zanella

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Journal ref ICC 2020 - 2020 IEEE International Conference on Communications (ICC)

2008.03382 2020-08-11 eess.SP cs.LG 62%

Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals

Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 12 pages, 4 figures, 2 tables

2007.04871 2020-07-10 cs.LG eess.SP stat.ML 62%

Subject-Aware Contrastive Learning for Biosignals

Joseph Y. Cheng, Hanlin Goh, Kaan Dogrusoz, Oncel Tuzel, Erdrin Azemi

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

1908.10417 2020-06-24 cs.LG cs.CV eess.SP stat.ML 62%

Complex Deep Learning Models for Denoising of Human Heart ECG signals

Corneliu Arsene

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 51 pages, 23 figures

Journal ref EUSIPCO.2019 (Pages 11- 18)

2006.00825 2020-06-02 cs.HC cs.LG 62%

Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB

Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana

专题命中 EEG解码：EEG(abstract)；分类 cs.LG、cs.HC

Comments Accepted in "IEEE Computer Society Signature Conference on Computers, Software and Applications (COMPSAC) 2020"

2004.00910 2020-04-03 eess.AS cs.LG cs.SD eess.SP 62%

Improving auditory attention decoding performance of linear and non-linear methods using state-space model

Ali Aroudi, Tobias de Taillez, Simon Doclo

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

2002.11701 2020-03-05 cs.LG cs.CV cs.HC stat.ML 62%

CLARA: Clinical Report Auto-completion

Siddharth Biswal, Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun

专题命中 EEG解码：EEG(abstract)；分类 cs.LG、cs.HC

1906.08045 2020-03-02 eess.AS cs.LG cs.SD eess.SP stat.ML 62%

Speech Recognition With No Speech Or With Noisy Speech Beyond English

Gautam Krishna, Co Tran, Yan Han, Mason Carnahan, Ahmed H Tewfik

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments arXiv admin note: text overlap with arXiv:1906.08871

1912.07361 2020-02-18 eess.SP cs.CV cs.LG eess.IV 62%

Classification of Brainwave Signals Based on Hybrid Deep Learning and an Evolutionary Algorithm

Zhyar Rzgar K. Rostam, Sozan Abdullah Mahmood

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 10 pages, 6 tables, and 5 figures

Journal ref JZS (2019) 21_2 35_44

2002.01121 2020-02-05 cs.HC eess.SP 62%

Classification of Upper Limb Movements \newline Using Convolutional Neural Network \newline with 3D Inception Block

D. -Y. Lee, J. -H. Jeong, K. -H. Shim, D. -J. Kim

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.HC

Comments 5 pages, accepted by BCI2020

1909.10868 2020-02-04 eess.SP cs.LG 62%

Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection

Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments Accepted by the IEEE Journal of Biomedical and Health Informatics (J-BHI)

2001.11363 2020-01-31 eess.SP cs.LG stat.ML 62%

REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild

Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments Accepted to WWW 2020

2001.00191 2020-01-03 cs.LG eess.SP stat.ML 62%

Ensemble emotion recognizing with multiple modal physiological signals

Jing Zhang, Yong Zhang, Suhua Zhan, Cheng Cheng

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments under review for Multimedia tools and applications

1912.12127 2019-12-30 eess.SP cs.LG 62%

Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals

Anupriya Gogna, Angshul Majumdar, Rabab Ward

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments Final version accepted at IEEE Transactions on Biomedical Engineering

1912.06385 2019-12-16 cs.LG eess.SP stat.ML 62%

Seizure Prediction Using Bidirectional LSTM

Hazrat Ali, Feroz Karim, Junaid Javed Qureshi, Adnan Omer Abuassba, Mohammad Farhad Bulbul

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments CyberDI 2019, Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health pp 349-356

1912.04786 2019-12-11 cs.HC cs.CY cs.LG eess.IV 62%

edBB: Biometrics and Behavior for Assessing Remote Education

Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia

专题命中 EEG解码：EEG(abstract)；分类 cs.LG、cs.HC

Comments Preprint of the paper presented to the Workshop on Artificial Intelligence for Education (AI4EDU) of AAAI 2020

1911.07081 2019-11-19 eess.SP q-bio.NC 62%

Evaluation of techniques for predicting seizure Build up

Amira Hajjeji, Nawel Jmail, Abir Hadriche, Amal Ncibi, Chokri Ben Amar

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC、eess.SP

Comments 10 pages and 7 figures

1907.10518 2019-11-13 eess.SP cs.LG 62%

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks

Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract

1. EEG解码 3903 篇

A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction

Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis

Revealing Preference in Popular Music Through Familiarity and Brain Response

Neurological Status Classification Using Convolutional Neural Network

Automatic detection of microsleep episodes with deep learning

Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection

Few-shot time series segmentation using prototype-defined infinite hidden Markov models

A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram

Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information

Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording

Human brain activity for machine attention

SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification

Feature selection for gesture recognition in Internet-of-Things for healthcare

Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals

Subject-Aware Contrastive Learning for Biosignals

Complex Deep Learning Models for Denoising of Human Heart ECG signals

Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB

Improving auditory attention decoding performance of linear and non-linear methods using state-space model

CLARA: Clinical Report Auto-completion

Speech Recognition With No Speech Or With Noisy Speech Beyond English

Classification of Brainwave Signals Based on Hybrid Deep Learning and an Evolutionary Algorithm

Classification of Upper Limb Movements \newline Using Convolutional Neural Network \newline with 3D Inception Block

Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection

REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild

Ensemble emotion recognizing with multiple modal physiological signals

Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals

Seizure Prediction Using Bidirectional LSTM

edBB: Biometrics and Behavior for Assessing Remote Education

Evaluation of techniques for predicting seizure Build up

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks