SOTAVerified

EEG

Electroencephalography epilepsy

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–650 of 2431 papers

TitleStatusHype
NSSI-Net: Multi-Concept Generative Adversarial Network for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG Signals in a Semi-Supervised Learning FrameworkCode0
On the Role of Activation Functions in EEG-To-Text Decoder—0
EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface—0
Single-word Auditory Attention Decoding Using Deep Learning Model—0
SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning—0
EEGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training—0
SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced NetworkCode0
EEG-based AI-BCI Wheelchair Advancement: A Brain-Computer Interfacing Wheelchair System Using Deep Learning Approach—0
SimBrainNet: Evaluating Brain Network Similarity for Attention Disorders—0
EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task—0
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection—0
Closed-Loop phase selection in EEG-TMS using Bayesian OptimizationCode0
Pre-Ictal Seizure Prediction Using Personalized Deep Learning—0
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density RatiosCode0
Simulated Eyeblink Artifact Removal with ICA: Effect of Measurement Uncertainty—0
Nested Deep Learning Model Towards A Foundation Model for Brain Signal Data—0
From Epilepsy Seizures Classification to Detection: A Deep Learning-based Approach for Raw EEG Signals—0
The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning ModelsCode0
Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputationCode0
NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion ModelsCode0
Sonic Entanglements with Electromyography: Between Bodies, Signals, and Representations—0
EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record GenerationCode0
The EAVI EMG/EEG Board: Hybrid physiological sensing—0
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion—0
Latent Representation Learning for Multimodal Brain Activity Translation—0
Feature Estimation of Global Language Processing in EEG Using Attention Maps—0
AM-MTEEG: Multi-task EEG classification based on impulsive associative memory—0
DREAMS: A python framework to train deep learning models with model card reporting for medical and health applications—0
When A Man Says He Is Pregnant: ERP Evidence for A Rational Account of Speaker-contextualized Language Comprehension—0
Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review—0
Translating Mental Imaginations into Characters with Codebooks and Dynamics-Enhanced Decoding—0
Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach—0
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition—0
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals—0
Designing Pre-training Datasets from Unlabeled Data for EEG Classification with Transformers—0
Encoder with the Empirical Mode Decomposition (EMD) to remove muscle artefacts from EEG signal—0
BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance—0
Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG Representative Learning—0
Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement—0
EEG-based Decoding of Selective Visual Attention in Superimposed VideosCode0
Optimizing food taste sensory evaluation through neural network-based taste electroencephalogram channel selection—0
Compensatory Mechanisms in Non-principal Multimedia Learning: The Interplay of Local and Global Information Processing—0
FoME: A Foundation Model for EEG using Adaptive Temporal-Lateral Attention ScalingCode0
NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI SynthesisCode0
Accelerated Algorithms for Source Orientation Detection (AORI) and Spatiotemporal LCMV (ALCMV) Beamforming in EEG Source Localization—0
An Ultra-Low Power Wearable BMI System with Continual Learning CapabilitiesCode0
Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis—0
Enhancing EEG Signal Generation through a Hybrid Approach Integrating Reinforcement Learning and Diffusion Models—0
SEE: Semantically Aligned EEG-to-Text Translation—0
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine InterfacesCode0
Show:102550
← PrevPage 13 of 49Next →

No leaderboard results yet.