脑机接口 / BCI

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

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

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

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

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

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

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

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

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

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

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

A Robust Deep Learning Approach for Automatic Classification of Seizures Against Non-seizures

X. Yao, X. Li, Q. Ye, Y. Huang, Q. Cheng, G. -Q. Zhang

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

Comments 13 pages, 10 figures, submitted to Biomedical Signal Processing and Control

Correntropy Based Robust Decomposition of Neuromodulations

Shailaja Akella, Jose C. Principe

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

Comments 4 pages, Engineering in Medicine and Biology

Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals

Aasim Raheel, Muhammad Majid, Syed Muhammad Anwar, Ulas Bagci

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

Comments Accepted in IEEE EMBC 2019

BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains

Linxing Preston Jiang, Andrea Stocco, Darby M. Losey, Justin A. Abernethy, Chantel S. Prat, Rajesh P. N. Rao

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

The Psychological and Physiological Part of Emotions: Multimodal Approximation for Valence Classification

Jennifer Sorinas, Jose Manuel Ferrández, Eduardo Fernandez

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

Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs

Yangsong Zhang, Erwei Yin, Fali Li, Yu Zhang, Daqing Guo, Dezhong Yao, Peng Xu

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

Comments 25 pages, 9 figures

Dynamical Component Analysis (DyCA): Dimensionality Reduction For High-Dimensional Deterministic Time-Series

Bastian Seifert, Katharina Korn, Steffen Hartmann, Christian Uhl

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

Comments Published in Proc. 2018 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING; 7 figures; Corrected formula (16)

Deep learning-based electroencephalography analysis: a systematic review

Yannick Roy, Hubert Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H. Falk, Jocelyn Faubert

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

Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexia

Alex Frid, Larry M. Manevitz

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

Training on the test set? An analysis of Spampinato et al. [31]

Ren Li, Jared S. Johansen, Hamad Ahmed, Thomas V. Ilyevsky, Ronnie B Wilbur, Hari M Bharadwaj, Jeffrey Mark Siskind

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

Comments 18 Pages, 4 Figures, 10 Tables

Electrophysiological indicators of gesture perception

Maria E. Cabrera, Keisha Novak, Dan Foti, Richard Voyles, Juan P. Wachs

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

Comments 29 pages, 8 figures, 1 table

StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures

Sawon Pratiher, Subhankar Chattoraj, Rajdeep Mukherjee

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

Comments This paper is accepted for presentation at IEEE Global Conference on Signal and Information Processing (IEEE GlobalSIP), California, USA, 2018

Intracranial Error Detection via Deep Learning

Martin Völker, Jiří Hammer, Robin T. Schirrmeister, Joos Behncke, Lukas D. J. Fiederer, Andreas Schulze-Bonhage, Petr Marusič, Wolfram Burgard, Tonio Ball

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

Comments 8 pages, 6 figures. Accepted at the 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018)

Entropy-Assisted Multi-Modal Emotion Recognition Framework Based on Physiological Signals

Kuan Tung, Po-Kang Liu, Yu-Chuan Chuang, Sheng-Hui Wang, An-Yeu Wu

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

Hierarchical Graphical Models for Context-Aware Hybrid Brain-Machine Interfaces

Ozan Ozdenizci, Sezen Yagmur Gunay, Fernando Quivira, Deniz Erdogmus

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

Comments 40th International Engineering in Medicine and Biology Conference (EMBC 2018)

Identification of Dynamic functional brain network states Through Tensor Decomposition

Arash Golibagh Mahyari, Selin Aviyente

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

Comments 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs

Gaurav Gupta, Sergio Pequito, Paul Bogdan

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

Comments 7 pages, 4 figures, ACC-18

Evaluation of Preference of Multimedia Content using Deep Neural Networks for Electroencephalography

Seong-Eun Moon, Soobeom Jang, Jong-Seok Lee

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

Comments Accepted for the 10th International Conference on Quality of Multimedia Experience (QoMEX 2018)

Sleep Stage Classification: Scalability Evaluations of Distributed Approaches

Serife Acikalin, Suleyman Eken, Ahmet Sayar

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

Comments Proceedings of The Third International Conference on Data Mining, Internet Computing, and Big Data, Konya, Turkey 2016