SOTAVerified

EEG

Electroencephalography epilepsy

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1151–1200 of 2431 papers

TitleStatusHype
CogBERT: Cognition-Guided Pre-trained Language ModelsCode0
quEEGNet: Quantum AI for Biosignal Processing—0
EEG-based Image Feature Extraction for Visual Classification using Deep Learning—0
Calibration of off-the-shelf low-cost wearable EEG headset for application in field studies—0
Community Detection in Multi-frequency EEG Networks—0
Mental arithmetic task classification with convolutional neural network based on spectral-temporal features from EEG—0
Removal of Ocular Artifacts in EEG Using Deep Learning—0
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution ShiftsCode1
Modeling cognitive load as a self-supervised brain rate with electroencephalography and deep learning—0
SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive LearningCode1
U-Sleep's resilience to AASM guidelines—0
EEG-Based Epileptic Seizure Prediction Using Temporal Multi-Channel Transformers—0
Weight-based Channel-model Matrix Framework provides a reasonable solution for EEG-based cross-dataset emotion recognition—0
Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning—0
Examining Uniqueness and Permanence of the WAY EEG GAL dataset toward User Authentication—0
Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography—0
Machine Learning For Classification Of Antithetical Emotional States—0
Subject-independent trajectory prediction using pre-movement EEG during grasp and lift task—0
Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific TrainingCode1
SaleNet: A low-power end-to-end CNN accelerator for sustained attention level evaluation using EEG—0
EEG-based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning—0
Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure—0
Classification of Electroencephalograms during Mathematical Calculations Using Deep Learning—0
Periodic and non-periodic brainwaves emerging via random syncronization of closed loops of firing neurons—0
Finding neural signatures for obesity through feature selection on source-localized EEG—0
Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels—0
Decoding speech perception from non-invasive brain recordingsCode2
Too Fine or Too Coarse? The Goldilocks Composition of Data Complexity for Robust Left-Right Eye-Tracking ClassifiersCode0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning AnalysisCode0
Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces—0
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition—0
EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity—0
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access SystemCode1
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG DataCode0
KAM -- a Kernel Attention Module for Emotion Classification with EEG DataCode0
Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure AnalysisCode1
Convolutional Spiking Neural Networks for Detecting Anticipatory Brain Potentials Using Electroencephalogram—0
Seeing your sleep stage: cross-modal distillation from EEG to infrared videoCode1
EEG Machine Learning for Analysis of Mild Traumatic Brain Injury: A survey—0
Can Brain Signals Reveal Inner Alignment with Human Languages?Code1
Machine Learning-based EEG Applications and Markets—0
Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance—0
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding—0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity—0
Granger Causality using Neural NetworksCode0
An intertwined neural network model for EEG classification in brain-computer interfaces—0
Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG—0
On the relation between EEG microstates and cross-spectra—0
Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signalsCode0
Show:102550
← PrevPage 24 of 49Next →

No leaderboard results yet.