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Projects in Awesome Lists tagged with computational-efficiency

A curated list of projects in awesome lists tagged with computational-efficiency .

https://github.com/rfonod/deepsleep2

A compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.

cnn computational-efficiency convolutional-networks deep-learning encoder-decoder machine-learning medical-ai multichannel neural-networks physionet polysomnography pytorch segmentation sleep-analysis sleep-apnea sleep-arousals time-series u-net

Last synced: 29 Dec 2024

https://github.com/bl33h/computersimulation

Measure the time for large-scale operations and contribute to the exploration of computational efficiency.

computational-efficiency computer-simulation large-scale python

Last synced: 14 Mar 2025