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EEG

Electroencephalography epilepsy

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Title	Date	Tasks	Status	Hype	Score
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces	Dec 2, 2024	Brain Computer InterfaceEEG	CodeCode Available	0	5
Feature Weighting and Regularization of Common Spatial Patterns in EEG-Based Motor Imagery BCI	Apr 5, 2018	Brain Computer InterfaceEEG	CodeCode Available	0	5
An Interpretable and Efficient Sleep Staging Algorithm: DetectsleepNet	Jun 27, 2024	Computational EfficiencyEEG	CodeCode Available	0	5
Feature interpretability in BCIs: exploring the role of network lateralization	Jul 16, 2024	BenchmarkingEEG	CodeCode Available	0	5
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification	Jul 9, 2020	Automatic Sleep Stage ClassificationClassification	CodeCode Available	0	5
Extreme Learning Machine design for dealing with unrepresentative features	Dec 4, 2019	EEGElectroencephalogram (EEG)	CodeCode Available	0	5
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces	Dec 13, 2018	Brain Computer InterfaceEEG	CodeCode Available	0	5
Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection	Jan 24, 2022	EEGElectroencephalogram (EEG)	CodeCode Available	0	5
Exploring machine learning approaches for classifying mental workload using fNIRS data from HCI tasks	Nov 19, 2019	EEG	CodeCode Available	0	5
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features	Jun 18, 2018	Brain Computer InterfaceClassification	CodeCode Available	0	5

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