8 min readNeural Networks
What Is a Neural Network?
Layers as parameterised transformations, the forward pass, and why depth and non-linearity are not optional: a proof that no single linear layer can compute XOR, and a two-layer network that does, worked entirely by hand.
Deep LearningMathematics