Clean implementation! Worth noting this perceptron model is the foundation but modern networks add normalization layers (BatchNorm, LayerNorm), skip connections (ResNets), and attention mechanisms. The core φ(w^Tx + b) remains, but the architecture around it is where the magic happens.