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EEG

Electroencephalography epilepsy

Papers

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Showing 51–100 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
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series ClassificationCode1
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG 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
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning FrameworkCode1
MVCNet: Multi-View Contrastive Network for Motor Imagery ClassificationCode1
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
Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep ResearchCode1
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition DataCode1
Estimating Musical Surprisal in AudioCode1
EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIsCode1
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual DecodingCode1
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality DetectionCode1
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal InformationCode1
Toward Foundation Model for Multivariate Wearable Sensing of Physiological SignalsCode1
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIsCode1
The more, the better? Evaluating the role of EEG preprocessing for deep learning applicationsCode1
NeuGPT: Unified multi-modal Neural GPTCode1
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals ForecastingCode1
How EEG preprocessing shapes decoding performanceCode1
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention DetectionCode1
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature MappingCode1
SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention DecodingCode1
Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional LayerCode1
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease AssessmentCode1
SPEED: Scalable Preprocessing of EEG Data for Self-Supervised LearningCode1
Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series AnalysisCode1
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video UnderstandingCode1
Toward Fully-End-to-End Listened Speech Decoding from EEG SignalsCode1
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive LearningCode1
MAD: Multi-Alignment MEG-to-Text DecodingCode1
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery ClassificationCode1
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