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Search results for pytorch eeg
eeg
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12 search results found
Braindecode
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638
Deep learning software to decode EEG, ECG or MEG signals
Attnsleep
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113
[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
Adatime
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77
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
Eegnet
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64
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
Eeg Gcnn
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56
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
Ssvep Multi Task Learning
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25
Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.
Ssvep Neural Generative Models
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21
Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
Signal2image Modules In Deep Neural Networks For Eeg Classification
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19
Beira
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11
BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data
Hfo Classification
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9
HFO classification
Eegwavenet
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6
source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Industrial Informatics)
M Shallowconvnet
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5
Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals
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1-12 of 12 search results
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