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Electroencephalography epilepsy
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Showing 231–240 of 2431 papers
Title
Date
Tasks
Status
Hype
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
Apr 28, 2021
Automatic Sleep Stage Classification
EEG
Code
Code Available
1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Apr 16, 2021
Classification
EEG
Code
Code Available
1
TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition
Apr 7, 2021
EEG
Emotion Recognition
Code
Code Available
1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface
Mar 17, 2021
Binary Classification
Brain Computer Interface
Code
Code Available
1
Real-Time Emotion Classification Using EEG Data Stream in E-Learning Contexts
Feb 25, 2021
Classification
EEG
Code
Code Available
1
HNPE: Leveraging Global Parameters for Neural Posterior Estimation
Feb 12, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model
Feb 8, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
1
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
Feb 7, 2021
Classification
EEG
Code
Code Available
1
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data
Jan 28, 2021
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
Code
Code Available
1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification
Jan 24, 2021
Brain Computer Interface
Classification
Code
Code Available
1
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