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EEG

Electroencephalography epilepsy

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Showing 51–75 of 2431 papers

TitleStatusHype
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEGCode1
EEG-to-Text Translation: A Model for Deciphering Human Brain ActivityCode1
Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified FrameworkCode1
PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion RecognitionCode1
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion RecognitionCode1
mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixupCode1
Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal TransformerCode1
SeizureTransformer: Scaling U-Net with Transformer for Simultaneous Time-Step Level Seizure Detection from Long EEG RecordingsCode1
PiEEG kit - bioscience Lab in home for your Brain and BodyCode1
EEG-CLIP : Learning EEG representations from natural language descriptionsCode1
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG ClassificationCode1
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series ClassificationCode1
Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention DetectionCode1
PiEEG kit -- bioscience Lab in home for your Brain and BodyCode1
A novel Fourier Adjacency Transformer for advanced EEG emotion recognitionCode1
MVCNet: Multi-View Contrastive Network for Motor Imagery ClassificationCode1
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning FrameworkCode1
MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage ClassificationCode1
From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI SynthesisCode1
Retrieving Filter Spectra in CNN for Explainable Sleep Stage ClassificationCode1
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEGCode1
Decoding Human Attentive States from Spatial-temporal EEG Patches Using TransformersCode1
Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal StudyCode1
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classificationCode1
Milmer: a Framework for Multiple Instance Learning based Multimodal Emotion RecognitionCode1
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