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Electroencephalography epilepsy
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Showing 91–100 of 2431 papers
Title
Date
Tasks
Status
Hype
SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
Sep 30, 2024
Data Augmentation
EEG
Code
Code Available
1
Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer
Aug 19, 2024
All
EEG
Code
Code Available
1
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease Assessment
Aug 17, 2024
Anomaly Detection
EEG
Code
Code Available
1
SPEED: Scalable Preprocessing of EEG Data for Self-Supervised Learning
Aug 15, 2024
EEG
Self-Supervised Learning
Code
Code Available
1
Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series Analysis
Aug 5, 2024
Classification
EEG
Code
Code Available
1
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding
Jul 11, 2024
EEG
Language Modeling
Code
Code Available
1
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals
Jun 12, 2024
EEG
Code
Code Available
1
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning
Jun 5, 2024
Contrastive Learning
EEG
Code
Code Available
1
MAD: Multi-Alignment MEG-to-Text Decoding
Jun 3, 2024
Brain Computer Interface
EEG
Code
Code Available
1
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
May 17, 2024
Brain Computer Interface
EEG
Code
Code Available
1
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