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EEG
Electroencephalography epilepsy
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Showing 301–325 of 2431 papers
Title
Date
Tasks
Status
Hype
Score
Is Limited Participant Diversity Impeding EEG-based Machine Learning?
Mar 11, 2025
Diversity
EEG
Code
Code Available
0
5
High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach
May 6, 2021
Dimensionality Reduction
EEG
Code
Code Available
0
5
HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography
Sep 11, 2019
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities
Sep 16, 2024
Continual Learning
EEG
Code
Code Available
0
5
Hybrid multi-objective evolutionary algorithm based on Search Manager framework for big data optimization problems
Dec 5, 2019
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Anti-seizure medication tapering correlates with daytime delta band power reduction in the cortex
May 2, 2024
EEG
Code
Code Available
0
5
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
Jul 9, 2020
Automatic Sleep Stage Classification
Classification
Code
Code Available
0
5
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG Data
Jan 31, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Granger Causality using Neural Networks
Aug 7, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Geometric Neural Network based on Phase Space for BCI-EEG decoding
Mar 8, 2024
Brain Computer Interface
EEG
Code
Code Available
0
5
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics
Feb 7, 2022
Brain Computer Interface
EEG
Code
Code Available
0
5
Graph Convolutional Neural Networks for analysis of EEG signals, BCI application
Jun 16, 2020
Deep Learning
EEG
Code
Code Available
0
5
gen2Out: Detecting and Ranking Generalized Anomalies
Sep 6, 2021
Anomaly Detection
EEG
Code
Code Available
0
5
Generalized Concomitant Multi-Task Lasso for sparse multimodal regression
May 27, 2017
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification
Apr 3, 2016
Classification
EEG
Code
Code Available
0
5
Is the brain macroscopically linear? A system identification of resting state dynamics
Dec 22, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
FLEXtime: Filterbank learning to explain time series
Nov 6, 2024
EEG
Time Series
Code
Code Available
0
5
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification
Dec 15, 2023
EEG
Self-Supervised Learning
Code
Code Available
0
5
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces
Dec 2, 2024
Brain Computer Interface
EEG
Code
Code Available
0
5
FBDNN: Filter Banks and Deep Neural Networks for Portable and Fast Brain-Computer Interfaces
Sep 5, 2021
Classification
EEG
Code
Code Available
0
5
Feature interpretability in BCIs: exploring the role of network lateralization
Jul 16, 2024
Benchmarking
EEG
Code
Code Available
0
5
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features
Jun 18, 2018
Brain Computer Interface
Classification
Code
Code Available
0
5
Extreme Learning Machine design for dealing with unrepresentative features
Dec 4, 2019
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Feature Weighting and Regularization of Common Spatial Patterns in EEG-Based Motor Imagery BCI
Apr 5, 2018
Brain Computer Interface
EEG
Code
Code Available
0
5
FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition
Feb 1, 2021
Active Learning
Brain Computer Interface
Code
Code Available
0
5
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