脑机接口 / BCI

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

A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models

Jeff Craley, Emily Johnson, Archana Venkataraman

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

Comments To appear in MICCAI 2018 Proceedings

Cerebral Signal Instantaneous Parameters Estimation MATLAB Toolbox - User Guide Version 2.3

Esmaeil Seraj

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

Deep Classification of Epileptic Signals

David Ahmedt-Aristizabal, Clinton Fookes, Kien Nguyen, Sridha Sridharan

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

Comments 4 pages, 3 figures

Journal ref In Proceedings of the IEEE International Conference of Engineering in Medicine and Biology Society. 2018

A new approach for a safe car assistance system

Mejdi Ben Dkhil, Mohamed Neji, Ali Wali, Adel M. Alimi

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

The Temple University Hospital Seizure Detection Corpus

Vinit Shah, Eva von Weltin, Silvia Lopez, James Riley McHugh, Lily Veloso, Meysam Golmohammadi, Iyad Obeid, Joseph Picone

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

Comments Under review in Frontiers in Neuroscience

An Analysis of Two Common Reference Points for EEGs

Silvia Lopez, Aaron Gross, Scott Yang, Meysam Golmohammadi, Iyad Obeid, Joseph Picone

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

Comments Published In IEEE Signal Processing in Medicine and Biology Symposium. Philadelphia, Pennsylvania, USA

Journal ref S. Lopez, A. Gross, S. Yang, M. Golmohammadi, I. Obeid and J. Picone, "An analysis of two common reference points for EEGS," 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), Philadelphia, PA, 2016, pp. 1-5

Optimizing Channel Selection for Seizure Detection

Vinit Shah, Meysam Golmohammadi, Saeedeh Ziyabari, Eva Von Weltin, Iyad Obeid, Joseph Picone

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

Comments Published in Dec 2017 publication IEEE Signal Processing in Medicine and Biology Symposium. Philadelphia, Pennsylvania, USA

Mixed Neural Network Approach for Temporal Sleep Stage Classification

Hao Dong, Akara Supratak, Wei Pan, Chao Wu, Paul M. Matthews, Yike Guo

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

Comments THIS ARTICLE HAS BEEN PUBLISHED IN IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Loss impresses human beings more than gain in the decision-making game

Jia Quan Shen, Luo-Luo Jiang

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

Comments 11pages, 5 figure

The intrinsic value of HFO features as a biomarker of epileptic activity

Stephen V. Gliske, Kevin R. Moon, William C. Stacey, Alfred O. Hero

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

Comments 5 pages, 5 figures

Journal ref IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 6290-6294, Mar. 2016

Alternative Modes of Interaction in Proximal Human-in-the-Loop Operation of Robots

Tathagata Chakraborti, Sarath Sreedharan, Anagha Kulkarni, Subbarao Kambhampati

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