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EEG
Electroencephalography epilepsy
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Showing 1176–1200 of 2431 papers
Title
Date
Tasks
Status
Hype
Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels
Aug 25, 2022
EEG
Electroencephalogram (EEG)
—
Unverified
0
Decoding speech perception from non-invasive brain recordings
Aug 25, 2022
Contrastive Learning
EEG
Code
Code Available
2
Too Fine or Too Coarse? The Goldilocks Composition of Data Complexity for Robust Left-Right Eye-Tracking Classifiers
Aug 24, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis
Aug 24, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces
Aug 23, 2022
Classification
EEG
—
Unverified
0
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition
Aug 19, 2022
EEG
Electroencephalogram (EEG)
—
Unverified
0
EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity
Aug 17, 2022
Brain Computer Interface
EEG
—
Unverified
0
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System
Aug 17, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data
Aug 17, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
KAM -- a Kernel Attention Module for Emotion Classification with EEG Data
Aug 17, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis
Aug 15, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Convolutional Spiking Neural Networks for Detecting Anticipatory Brain Potentials Using Electroencephalogram
Aug 14, 2022
Computational Efficiency
EEG
—
Unverified
0
Seeing your sleep stage: cross-modal distillation from EEG to infrared video
Aug 11, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
EEG Machine Learning for Analysis of Mild Traumatic Brain Injury: A survey
Aug 10, 2022
Articles
EEG
—
Unverified
0
Can Brain Signals Reveal Inner Alignment with Human Languages?
Aug 10, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Machine Learning-based EEG Applications and Markets
Aug 10, 2022
EEG
Electroencephalogram (EEG)
—
Unverified
0
Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance
Aug 10, 2022
EEG
Electroencephalogram (EEG)
—
Unverified
0
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding
Aug 9, 2022
EEG
Eeg Decoding
—
Unverified
0
Learning from imperfect training data using a robust loss function: application to brain image segmentation
Aug 8, 2022
Brain Image Segmentation
EEG
Code
Code Available
0
See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity
Aug 7, 2022
cross-modal alignment
Cross-Modal Retrieval
—
Unverified
0
Granger Causality using Neural Networks
Aug 7, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
An intertwined neural network model for EEG classification in brain-computer interfaces
Aug 4, 2022
Brain Computer Interface
Denoising
—
Unverified
0
Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG
Aug 4, 2022
Artifact Detection
Binary Classification
—
Unverified
0
On the relation between EEG microstates and cross-spectra
Aug 4, 2022
EEG
Electroencephalogram (EEG)
—
Unverified
0
Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signals
Aug 4, 2022
Decision Making
EEG
Code
Code Available
0
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