Related references
Note: Only part of the references are listed.XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging
Huy Phan et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2022)
Using Muse: Rapid Mobile Assessment of Brain Performance
Olave E. Krigolson et al.
FRONTIERS IN NEUROSCIENCE (2021)
Uncovering the structure of clinical EEG signals with self-supervised learning
Hubert Banville et al.
JOURNAL OF NEURAL ENGINEERING (2021)
LEARNING FROM HETEROGENEOUS EEG SIGNALS WITH DIFFERENTIABLE CHANNEL REORDERING
Aaqib Saeed et al.
2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021) (2021)
RobustSleepNet: Transfer Learning for Automated Sleep Staging at Scale
Antoine Guillot et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2021)
SciPy 1.0: fundamental algorithms for scientific computing in Python
Pauli Virtanen et al.
NATURE METHODS (2020)
0447 ResTNet: A Robust End-to-End Deep Learning Approach to Sleep Staging of Self Applied Somnography Studies
S Æ Jónsson et al.
SLEEP (2020)
Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers
Denis A. Engemann et al.
ELIFE (2020)
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states
David Sabbagh et al.
NEUROIMAGE (2020)
Dreem Open Datasets: Multi-Scored Sleep Datasets to Compare Human and Automated Sleep Staging
Antoine Guillot et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
Array programming with NumPy
Charles R. Harris et al.
NATURE (2020)
Machine-learning-based diagnostics of EEG pathology
Lukas A. W. Gemein et al.
NEUROIMAGE (2020)
Advancing Neuroscience through Wearable Devices
Kristina T. Johnson et al.
NEURON (2020)
Predicting stroke severity with a 3-min recording from the Muse portable EEG system for rapid diagnosis of stroke
Cassandra M. Wilkinson et al.
SCIENTIFIC REPORTS (2020)
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
Huy Phan et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2019)
FusionAtt: Deep Fusional Attention Networks for Multi-Channel Biomedical Signals
Ye Yuan et al.
SENSORS (2019)
A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding
Yang Li et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2019)
Deep learning-based electroencephalography analysis: a systematic review
Yannick Roy et al.
JOURNAL OF NEURAL ENGINEERING (2019)
A hybrid self-attention deep learning framework for multivariate sleep stage classification
Ye Yuan et al.
BMC BIOINFORMATICS (2019)
Super-Resolution for Improving EEG Spatial Resolution using Deep Convolutional Neural Network-Feasibility Study
Moonyoung Kwon et al.
SENSORS (2019)
A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series
Stanislas Chambon et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2018)
EEGNet: a compact convolutional neural network for EEG-based brain-computer interfaces
Vernon J. Lawhern et al.
JOURNAL OF NEURAL ENGINEERING (2018)
A review of classification algorithms for EEG-based brain-computer interfaces: a 10 year update
F. Lotte et al.
JOURNAL OF NEURAL ENGINEERING (2018)
Cross-Participant EEG-Based Assessment of Cognitive Workload Using Multi-Path Convolutional Recurrent Neural Networks
Ryan Hefron et al.
SENSORS (2018)
Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach
J. Sole-Casals et al.
COGNITIVE COMPUTATION (2018)
Robust EEG-based cross-site and cross-protocol classification of states of consciousness
Denis A. Engemann et al.
BRAIN (2018)
A Decoding Scheme for Incomplete Motor Imagery EEG With Deep Belief Network
Yaqi Chu et al.
FRONTIERS IN NEUROSCIENCE (2018)
Deep Learning With Convolutional Neural Networks for EEG Decoding and Visualization
Robin Tibor Schirrmeister et al.
HUMAN BRAIN MAPPING (2017)
Geometric Deep Learning Going beyond Euclidean data
Michael M. Bronstein et al.
IEEE SIGNAL PROCESSING MAGAZINE (2017)
DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG
Akara Supratak et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2017)
Autoreject: Automated artifact rejection for MEG and EEG data
Mainak Jas et al.
NEUROIMAGE (2017)
EEG Based Monitoring of General Anesthesia: Taking the Next Steps
Matthias Kreuzer
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2017)
Choosing MUSE: Validation of a Low-Cost, Portable EEG System for ERP Research
Olave E. Krigolson et al.
FRONTIERS IN NEUROSCIENCE (2017)
Filter-Bank Artifact Rejection: High performance real-time single-channel artifact detection for EEG
Kiret Dhindsa
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)
Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review
Marco Congedo et al.
BRAIN-COMPUTER INTERFACES (2017)
Reconstruction of EEG from limited channel acquisition using estimated signal correlation
A. G. Ramakrishnan et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2016)
Sleep Stage Classification Using EEG Signal Analysis: A Comprehensive Survey and New Investigation
Khald Ali I. Aboalayon et al.
ENTROPY (2016)
The Temple University Hospital EEG Data Corpus
Iyad Obeid et al.
FRONTIERS IN NEUROSCIENCE (2016)
Characterizing Population EEG Dynamics throughout Adulthood
Ali Hashemi et al.
ENEURO (2016)
Feature learning from incomplete EEG with denoising autoencoder
Junhua Li et al.
NEUROCOMPUTING (2015)
Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI
Ran Manor et al.
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2015)
Wearable, Wireless EEG Solutions in Daily Life Applications: What are we Missing?
Vojkan Mihajlovic et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2015)
The PREP pipeline: standardized preprocessing for large-scale EEG analysis
Nima Bigdely-Shamlo et al.
FRONTIERS IN NEUROINFORMATICS (2015)
Signal processing techniques applied to human sleep EEG signals-A review
Shayan Motamedi-Fakhr et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2014)
Beyond the Double Banana
Ivana Rosenzweig et al.
JOURNAL OF CLINICAL NEUROPHYSIOLOGY (2014)
The diagnostic utility of EEG in early-onset dementia: a systematic review of the literature with narrative analysis
Christina Micanovic et al.
JOURNAL OF NEURAL TRANSMISSION (2014)
On the interpretation of weight vectors of linear models in multivariate neuroimaging
Stefan Haufe et al.
NEUROIMAGE (2014)
MNE software for processing MEG and EEG data
Alexandre Gramfort et al.
NEUROIMAGE (2014)
Classification of covariance matrices using a Riemannian-based kernel for BCI applications
Alexandre Barachant et al.
NEUROCOMPUTING (2013)
Automatic Artifact Rejection From Multichannel Scalp EEG by Wavelet ICA
Nadia Mammone et al.
IEEE SENSORS JOURNAL (2012)
Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models
Sheng-Fu Liang et al.
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2012)
Automatic Classification of Artifactual ICA-Components for Artifact Removal in EEG Signals
Irene Winkler et al.
BEHAVIORAL AND BRAIN FUNCTIONS (2011)
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms
Fabien Lotte et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2011)
A novel method for reliable and fast extraction of neuronal EEG/MEG oscillations on the basis of spatio-spectral decomposition
Vadim V. Nikulin et al.
NEUROIMAGE (2011)
Shrinkage Algorithms for MMSE Covariance Estimation
Yilun Chen et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2010)
FASTER: Fully Automated Statistical Thresholding for EEG artifact Rejection
H. Nolan et al.
JOURNAL OF NEUROSCIENCE METHODS (2010)
Optimizing spatial filters for robust EEG single-trial analysis
Benjamin Blankertz et al.
IEEE SIGNAL PROCESSING MAGAZINE (2008)
Denoising based on spatial filtering
Alain de Cheveigne et al.
JOURNAL OF NEUROSCIENCE METHODS (2008)
A review of classification algorithms for EEG-based brain-computer interfaces
F. Lotte et al.
JOURNAL OF NEURAL ENGINEERING (2007)
Python for scientific computing
Travis E. Oliphant
COMPUTING IN SCIENCE & ENGINEERING (2007)
PhysioBank, PhysioToolkit, and PhysioNet - Components of a new research resource for complex physiologic signals
AL Goldberger et al.
CIRCULATION (2000)