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For those interested in a clear explanation of the backward pass (especially for convolution layers), here's a good resource: https://arxiv.org/abs/1811.11987
by Ranlot 7y ago
For those interested in a clear explanation of the backward pass (especially for convolution layers), here's a good resource:
https://arxiv.org/abs/1811.11987 https://arxiv.org/abs/1811.11987
https://github.com/Ranlot/backpropagation-CNNs https://github.com/Ranlot/backpropagation-CNNs
- savant_penguin 7y agocame here exactly looking for the backward pass
- vzhou842 7y agoI'll have a sequel explaining the backward pass with full code up by next week!
- p1esk 7y agoI've done it as an exercise a while ago: https://github.com/michaelklachko/NN/blob/master/Python/convnet_in_python_single_layer.py https://github.com/michaelklachko/NN/blob/master/Python/conv...