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Electroencephalography epilepsy
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Showing 1726–1750 of 2431 papers
Title
Date
Tasks
Status
Hype
A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition
Sep 21, 2020
EEG
EEG Emotion Recognition
—
Unverified
0
Analysis of artifacts in EEG signals for building BCIs
Sep 18, 2020
Brain Computer Interface
Dynamic Time Warping
—
Unverified
0
Deep learning denoising for EOG artifacts removal from EEG signals
Sep 12, 2020
Deep Learning
Denoising
—
Unverified
0
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings
Sep 10, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
Convolutional Neural Networks for Automatic Detection of Artifacts from Independent Components Represented in Scalp Topographies of EEG Signals
Sep 8, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
Automatic detection of microsleep episodes with deep learning
Sep 7, 2020
Deep Learning
EEG
Code
Code Available
1
RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring
Sep 3, 2020
BIG-bench Machine Learning
EEG
—
Unverified
0
Transfer entropy applied on EEG in depression reveals aberrated dynamics
Aug 31, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
ROS-Neuro Integration of Deep Convolutional Autoencoders for EEG Signal Compression in Real-time BCIs
Aug 31, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network
Aug 28, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
Classification of Imagined Speech Using Siamese Neural Network
Aug 28, 2020
Classification
EEG
—
Unverified
0
Anticipated synchronization in human EEG data: unidirectional causality with negative phase-lag
Aug 25, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
A Computationally Efficient Multiclass Time-Frequency Common Spatial Pattern Analysis on EEG Motor Imagery
Aug 25, 2020
Brain Computer Interface
Classification
—
Unverified
0
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis
Aug 25, 2020
Autonomous Vehicles
EEG
—
Unverified
0
Using Deep Networks for Scientific Discovery in Physiological Signals
Aug 25, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Spectral independent component analysis with noise modeling for M/EEG source separation
Aug 21, 2020
Denoising
Dimensionality Reduction
—
Unverified
0
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space
Aug 19, 2020
Binary Classification
Decision Making
Code
Code Available
1
Understanding Brain Dynamics for Color Perception using Wearable EEG headband
Aug 17, 2020
Classification
Dimensionality Reduction
—
Unverified
0
Revisiting the Application of Feature Selection Methods to Speech Imagery BCI Datasets
Aug 17, 2020
Brain Computer Interface
EEG
—
Unverified
0
Speech Recognition using EEG signals recorded using dry electrodes
Aug 13, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
Single-channel EEG features during n-back task correlate with working memory load
Aug 11, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices
Aug 11, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks
Aug 11, 2020
Classification
EEG
Code
Code Available
0
Hybrid Template Canonical Correlation Analysis Method for Enhancing SSVEP Recognition under data-limited Condition
Aug 7, 2020
Brain Computer Interface
EEG
—
Unverified
0
Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals
Aug 7, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
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