脑机接口 / BCI - arXivDaily 专题

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

1910.11162 2019-10-25 cs.LG eess.SP stat.ML 62%

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

Mathias Perslev, Michael Hejselbak Jensen, Sune Darkner, Poul Jørgen Jennum, Christian Igel

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

Comments To appear in Advances in Neural Information Processing Systems (NeurIPS), 2019

1910.04463 2019-10-11 eess.SP q-bio.NC 62%

Increasing the Detectability of Phase-Amplitude Coupling

Mojtaba Chehelcheraghi, Chie Nakatani, Cees van Leeuwen

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

Comments 24 Pages 7 Figures

1910.03023 2019-10-09 eess.SP cs.LG 62%

Mental Task Classification Using Electroencephalogram Signal

Zeyu Bai, Ruizhi Yang, Youzhi Liang

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

Comments 6 pages, 5 figures

1909.05417 2019-09-13 cs.CV cs.LG eess.SP 62%

Deep User Identification Model with Multiple Biometrics

Hyoung-Kyu Song, Ebrahim AlAlkeem, Jaewoong Yun, Tae-Ho Kim, Tae-Ho Kim, Hyerin Yoo, Dasom Heo, Chan Yeob Yeun, Myungsu Chae

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

Comments Accepted, CIKM 2019 Workshop on DTMBio

1810.04582 2019-09-12 eess.SP cs.HC 62%

Consumer Grade Brain Sensing for Emotion Recognition

Payongkit Lakhan, Nannapas Banluesombatkul, Vongsagon Changniam, Ratwade Dhithijaiyratn, Pitshaporn Leelaarporn, Ekkarat Boonchieng, Supanida Hompoonsup, Theerawit Wilaiprasitporn

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

Journal ref IEEE Sensor Journal, 2019

1909.03091 2019-09-10 q-bio.NC cs.LG stat.ML 62%

A framework for seizure detection using effective connectivity, graph theory and deep modular neural networks

Behnaz Akbarian, Abbas Erfanian

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

1907.08977 2019-07-23 cs.HC q-bio.NC 62%

Systematic Enhancement of Functional Connectivity in Brain-Computer Interfacing using Common Spatial Patterns and Tangent Space Mapping

Saugat Bhattacharyya, Mitsuhiro Hayashibe

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

Comments Pre-print

1907.07671 2019-07-19 eess.SP cs.LG stat.ML 62%

Electroencephalography based Classification of Long-term Stress using Psychological Labeling

Sanay Muhammad Umar Saeed, Syed Muhammad Anwar, Humaira Khalid, Muhammad Majid, Ulas Bagci

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

Comments Submitted to IEEE JBHI

1903.02108 2019-06-19 eess.SP cs.LG q-bio.QM 62%

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

Sajad Mousavi, Fatemeh Afghah, U. Rajendra Acharya

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

1906.02745 2019-06-07 eess.SP cs.LG stat.ML 62%

Automated Classification of Seizures against Nonseizures: A Deep Learning Approach

Xinghua Yao, Qiang Cheng, Guo-Qiang Zhang

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

Comments 12 pages, 8 figures. arXiv admin note: text overlap with arXiv:1903.09326

1906.02292 2019-06-07 cs.LG eess.SP stat.ML 62%

Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian

Cong Ye, Konstantinos Slavakis, Pratik V. Patil, Sarah F. Muldoon, John Medaglia

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

1. EEG解码 3892 篇

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

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

Increasing the Detectability of Phase-Amplitude Coupling

Mental Task Classification Using Electroencephalogram Signal

Deep User Identification Model with Multiple Biometrics

Consumer Grade Brain Sensing for Emotion Recognition

A framework for seizure detection using effective connectivity, graph theory and deep modular neural networks

Systematic Enhancement of Functional Connectivity in Brain-Computer Interfacing using Common Spatial Patterns and Tangent Space Mapping

Electroencephalography based Classification of Long-term Stress using Psychological Labeling

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

Automated Classification of Seizures against Nonseizures: A Deep Learning Approach

Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian