Tutorials¶
To learn how to use MemTorch using interactive tutorials, and to reproduce simulations presented in ‘MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems’ [1], we provide numerous Jupyter notebooks.
Jupyter Notebook | Description | Google Colab Link |
---|---|---|
Tutorial | Introductory Tutorial- Start Here | |
Exemplar Simulations | Various Exemplar Simulations, As Presented In [1] | |
Case Study | (Legacy) An epileptic Seizure Detection Case Study | |
Novel Simulations | (Legacy) Novel Simulations Using CIFAR-10 |
The development of more Jupyter notebooks and tutorials is currently ongoing.
[1] C. Lammie, W. Xiang, B. Linares-Barranco, and Azghadi, Mostafa Rahimi, “MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems,” arXiv.org, 2020. https://arxiv.org/abs/2004.10971.