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Electroencephalography epilepsy
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Showing 76–100 of 2431 papers
Title
Date
Tasks
Status
Hype
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet
May 17, 2021
Brain Computer Interface
Deep Learning
Code
Code Available
1
Correct block-design experiments mitigate temporal correlation bias in EEG classification
Nov 25, 2020
Classification
EEG
Code
Code Available
1
Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer
Apr 2, 2025
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Causal Recurrent Variational Autoencoder for Medical Time Series Generation
Jan 16, 2023
Causal Inference
Decoder
Code
Code Available
1
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction
Dec 22, 2023
cross-modal alignment
EEG
Code
Code Available
1
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System
Aug 17, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
BIOT: Cross-data Biosignal Learning in the Wild
May 10, 2023
EEG
Missing Values
Code
Code Available
1
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
Feb 14, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training
Jul 9, 2021
Automatic Sleep Stage Classification
Domain Adaptation
Code
Code Available
1
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection
Dec 19, 2024
Anomaly Detection
EEG
Code
Code Available
1
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
Nov 30, 2023
EEG
Motor Imagery
Code
Code Available
1
Closed loop BCI System for Cybathlon 2020
Dec 8, 2022
Brain Computer Interface
EEG
Code
Code Available
1
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition
Apr 12, 2025
EEG
Emotion Recognition
Code
Code Available
1
A few filters are enough: Convolutional Neural Network for P300 Detection
Sep 16, 2019
EEG
Electroencephalogram (EEG)
Code
Code Available
1
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information
Dec 13, 2024
EEG
Electroencephalogram (EEG)
Code
Code Available
1
A Conversational Brain-Artificial Intelligence Interface
Feb 22, 2024
AI Agent
Brain Decoding
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-based Emotional Video Classification via Learning Connectivity Structure
May 28, 2019
Classification
EEG
Code
Code Available
1
Data augmentation for learning predictive models on EEG: a systematic comparison
Jun 29, 2022
Data Augmentation
EEG
Code
Code Available
1
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG
May 31, 2025
EEG
Text Generation
Code
Code Available
1
Classification of Hand-Grasp Movements of Stroke Patients using EEG Data
Jun 4, 2021
Classification
EEG
Code
Code Available
1
Deep learning with convolutional neural networks for EEG decoding and visualization
Mar 15, 2017
EEG
Eeg Decoding
Code
Code Available
1
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Mar 12, 2017
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Disguising Personal Identity Information in EEG Signals
Oct 18, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Decoding Human Attentive States from Spatial-temporal EEG Patches Using Transformers
Feb 6, 2025
Brain Computer Interface
EEG
Code
Code Available
1
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