脑机接口 / BCI

Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG

Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

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

Comments 4 pages, to be appearing in upcoming 2019 EMBC conference

Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version)

Yasith Jayawardana, Mark Jaime, Sashi Thapaliya, Sampath Jayarathna

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

Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network

Mustafa Talha Avcu, Zhuo Zhang, Derrick Wei Shih Chan

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

Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior

Feng Liu, Li Wang, Yifei Lou, Rencang Li, Patrick Purdon

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

A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition

Yang Li, Wenming Zheng, Lei Wang, Yuan Zong, Lei Qi, Zhen Cui, Tong Zhang, Tengfei Song

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

Emotion Recognition with Machine Learning Using EEG Signals

Omid Bazgir, Zeynab Mohammadi, Seyed Amir Hassan Habibi

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

Journal ref 2018 25th National and 3rd International Iranian Conference on Biomedical Engineering (ICBME)(pp. 1-5). IEEE

An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks

Emad-ul-Haq Qazi, Muhammad Hussain, Hatim Aboalsamh

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

Adversarial Deep Learning in EEG Biometrics

Ozan Ozdenizci, Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus

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

Comments Accepted for publication by IEEE Signal Processing Letters

Journal ref IEEE Signal Processing Letters, 2019

Machine learning approaches in Detecting the Depression from Resting-state Electroencephalogram (EEG): A Review Study

Milena Cukic Radenkovic

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

Comments 31 pages, 4 Figures. arXiv admin note: text overlap with arXiv:1803.05985 by other authors

Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy

Diyuan Lu, Jochen Triesch

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

Detecting Epileptic Seizures from EEG Data using Neural Networks

Siddharth Pramod, Adam Page, Tinoosh Mohsenin, Tim Oates

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

Comments This paper has been withdrawn by the authors due to an error discovered in the experiments

DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal

Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, Alexandre Gramfort

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

EEG Classification based on Image Configuration in Social Anxiety Disorder

Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman Vural

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

AI Neurotechnology for Aging Societies -- Task-load and Dementia EEG Digital Biomarker Development Using Information Geometry Machine Learning Methods

Tomasz M. Rutkowski, Qibin Zhao, Masao S. Abe, Mihoko Otake

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

Comments 5 pages, 2 figures, NeurIPS 2018 AI for Social Good Workshop at the Neural Information Processing Systems (NeurIPS = formerly NIPS) 2018. Montreal, Canada

Automatic Electrodes Detection during simultaneous EEG/fMRI acquisition

Mathis Fleury, Pierre Maurel, Marsel Mano, Elise Bannier, Christian Barillot

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

Comments ISMRM, Jun 2018, Paris, France. 2018, https://www.ismrm.org/

EEG-based video identification using graph signal modeling and graph convolutional neural network

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

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

Comments Accepted and presented at ICASSP 2018

Convolutional Neural Network Approach for EEG-based Emotion Recognition using Brain Connectivity and its Spatial Information

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

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

Comments Accepted for the 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018)

Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding

Joos Behncke, Robin Tibor Schirrmeister, Martin Völker, Jiří Hammer, Petr Marusič, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball

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

A deep learning architecture to detect events in EEG signals during sleep

Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, Alexandre Gramfort

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

Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference

Leon Chlon, Andrew Song, Sandya Subramanian, Hugo Soulat, John Tauber, Demba Ba, Michael Prerau

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

ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification

Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer

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

Comments 8 pages, 2 figures, 2 tables

Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir

Marc-Antoine Moinnereau, Thomas Brienne, Simon Brodeur, Jean Rouat, Kevin Whittingstall, Eric Plourde

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

Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification

Chenglong Dai, Jia Wu, Dechang Pi, Lin Cui

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

Comments 9 pages, 5 figures, Accepted by SDM-2018

Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem

Paolo Detti, Garazi Zabalo Manrique de Lara, Renato Bruni, Marco Pranzo, Francesco Sarnari

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

Improvement of Resting-state EEG Analysis Process with Spectrum Weight-Voting based on LES

Yumeng Ye, Haichun Liu, TianHong Zhang, Changchun Pan, Genke Yang, JiJun Wang, Robert C. Qiu

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

Comments 9 pages, 6 figures

Towards Deep Modeling of Music Semantics using EEG Regularizers

Francisco Raposo, David Martins de Matos, Ricardo Ribeiro, Suhua Tang, Yi Yu

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

Comments 5 pages, 2 figures

Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease

Wolfgang Fruehwirt, Matthias Gerstgrasser, Pengfei Zhang, Leonard Weydemann, Markus Waser, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Dieter Grossegger, Heinrich Garn, Gareth W. Peters, Stephen Roberts, Georg Dorffner

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

Comments Presented at NIPS 2017 Workshop on Machine Learning for Health

Musical NeuroPicks: a consumer-grade BCI for on-demand music streaming services

Fotis Kalaganis, Dimitrios A. Adamos, Nikos Laskaris

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

Journal ref Neurocomputing 2017

Multi-feature classifiers for burst detection in single EEG channels from preterm infants

X. Navarro, F. Porée, M. Kuchenbuch, M. Chavez, A. Beuchée, G. Carrault

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

Comments 11 pages, 5 figures. Table 1 in the last page

EEG in the classroom: Synchronised neural recordings during video presentation

Andreas Trier Poulsen, Simon Kamronn, Jacek Dmochowski, Lucas C. Parra, Lars Kai Hansen

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

Comments 14 pages, 5 figures, 3 tables. Preprint version. Revision of original preprint. Supplementary materials added as ancillary file