#neural-networks

• 9 Jan 2025 · Study

  Deep Learning · Multilayer perceptron

  Adding a hidden layer with a non-linear activation turns the perceptron into an MLP that can solve XOR; a forward pass written in NumPy.

• 1 Jan 2025 · Study

  Deep Learning · The perceptron

  Rosenblatt's perceptron from scratch: a weighted sum, a step function, and the update rule; it learns AND but can never learn XOR.