Lecture 2: Neural Networks: Core Concepts

- Perceptron, weights, bias
- Multi-layer perceptron (MLP)
- Activation functions
- Forward pass (conceptual math only)
- Why neural networks can learn nonlinear engineering behavior
- Small example: predicting a nonlinear spring force curve