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EEG

Electroencephalography epilepsy

Papers

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Showing 176–200 of 2431 papers

TitleStatusHype
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding—0
Large Cognition Model: Towards Pretrained EEG Foundation Model—0
From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI SynthesisCode1
From Thought to Action: How a Hierarchy of Neural Dynamics Supports Language Production—0
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEGCode1
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation—0
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model—0
Retrieving Filter Spectra in CNN for Explainable Sleep Stage ClassificationCode1
Neurophysiological correlates to the human brain complexity through q-statistical analysis of electroencephalogram—0
Protecting Intellectual Property of EEG-based Neural Networks with WatermarkingCode0
Geometric Machine Learning on EEG Signals—0
Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT)—0
Transfer Learning for Covert Speech Classification Using EEG Hilbert Envelope and Temporal Fine Structure—0
Decoding Human Attentive States from Spatial-temporal EEG Patches Using TransformersCode1
From Bedside to Desktop: A Data Protocol for Normative Intracranial EEG and Abnormality Mapping—0
Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal StudyCode1
Human-Aligned Image Models Improve Visual Decoding from the Brain—0
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classificationCode1
Human fields and their impact on brain waves A pilot study—0
Probabilistic adaptation of language comprehension for individual speakers: Evidence from neural oscillations—0
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease DetectionCode2
A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals—0
Milmer: a Framework for Multiple Instance Learning based Multimodal Emotion RecognitionCode1
SSRepL-ADHD: Adaptive Complex Representation Learning Framework for ADHD Detection from Visual Attention Tasks—0
Algorithmic Clustering based on String Compression to Extract P300 Structure in EEG Signals—0
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