https://sudonull.com/gradient-descent-and-backpropagation-in-neural-networks-cuda-c
Deep dive into gradient descent and backpropagation. Implementation of neural network training algorithms from scratch on CUDA/C++ for MNIST. Detailed breakdown of mathematics and code.