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EEG
Electroencephalography epilepsy
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Showing 926–950 of 2431 papers
Title
Date
Tasks
Status
Hype
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?
Oct 28, 2024
EEG
EEG Signal Classification
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Unverified
0
Contrastive random lead coding for channel-agnostic self-supervision of biosignals
Oct 21, 2024
Contrastive Learning
EEG
—
Unverified
0
EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals
Nov 7, 2022
EEG
Electroencephalogram (EEG)
—
Unverified
0
EEG fingerprinting: subject specific signature based on the aperiodic component of power spectrum
Jan 26, 2020
EEG
Electroencephalogram (EEG)
—
Unverified
0
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition
Sep 20, 2021
Contrastive Learning
EEG
—
Unverified
0
EEG for fatigue monitoring
Jan 28, 2024
EEG
Sensitivity
—
Unverified
0
EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model
Jan 11, 2024
Anomaly Detection
EEG
—
Unverified
0
EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding
Jun 23, 2025
EEG
Eeg Decoding
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Unverified
0
EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology
Jun 2, 2025
Brain Computer Interface
EEG
—
Unverified
0
A Survey on the Role of Artificial Intelligence in the Prediction and Diagnosis of Schizophrenia
May 19, 2023
EEG
—
Unverified
0
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition
Feb 7, 2021
EEG
Electroencephalogram (EEG)
—
Unverified
0
EEGSN: Towards Efficient Low-latency Decoding of EEG with Graph Spiking Neural Networks
Apr 15, 2023
EEG
—
Unverified
0
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience
Feb 22, 2024
Brain Decoding
Contrastive Learning
—
Unverified
0
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
Apr 17, 2024
EEG
Motor Imagery
—
Unverified
0
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network
Dec 15, 2024
Brain Computer Interface
EEG
—
Unverified
0
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals
Jun 16, 2021
channel selection
EEG
—
Unverified
0
EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation
Jan 31, 2024
EEG
Few-Shot Learning
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Unverified
0
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond
Feb 17, 2025
Contrastive Learning
EEG
—
Unverified
0
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition
Mar 6, 2024
Contrastive Learning
Deep Learning
—
Unverified
0
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces
Jun 21, 2022
EEG
Electroencephalogram (EEG)
—
Unverified
0
EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses
Feb 18, 2016
Denoising
EEG
—
Unverified
0
EEG in the classroom: Synchronised neural recordings during video presentation
Dec 27, 2016
EEG
Electroencephalogram (EEG)
—
Unverified
0
Continuous Speech Recognition using EEG and Video
Dec 16, 2019
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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Unverified
0
EEG-Language Modeling for Pathology Detection
Sep 2, 2024
Contrastive Learning
EEG
—
Unverified
0
A Multi-objective Evolutionary Algorithm for EEG Inverse Problem
Jul 21, 2021
EEG
Electroencephalogram (EEG)
—
Unverified
0
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