The Twenty Percent · Feb 23, 2023
Writing an autograd engine and creating images with backpropagation
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As part of my master thesis, I implemented a spiking neural network from scratch on a microcontroller. Because training was done separately on a PC, I only had to write the forward pass. This was a big relief because PyTorches autograd always seemed like black magic to me (even after learning the theoretical background). So seeing a post on HackerNews about Andrej Karpathys amazing video series on…
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