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The Top 5 Python Deep Learning Biosignals Open Source Projects

Open source projects categorized as Python Deep Learning Biosignals
Categories > Biosignals
Categories > Machine Learning > Deep Learning
Deepsleepnet ⭐ 347
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
most recent commit 5 months ago
Sleepeegnet ⭐ 106
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
most recent commit 3 years ago
Tinysleepnet ⭐ 76
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively
most recent commit 8 months ago
Eeg Self Supervision ⭐ 15
Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!
most recent commit 9 months ago
Iitnet Official ⭐ 7
This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".
most recent commit 2 years ago
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