AffineLens: Capturing the Continuous Piecewise Affine Functions of Neural Networks

Yi Wei, Xuan Qi, Furao Shen +3

Piecewise affine neural networks (PANNs) provide a principled geometric perspective on neural network expressivity by characterizing the input--output map as a continuous piecewise…