geometrical interpretation of the perceptron model

Source: Deep Learning on Medium

mp neuron model: slope=-1 and threshold b can vary.

perceptron: slope and threshold(b) can vary

through the perceptron model, we can separate only linear separable points.

limitation: we can’t separate non-linear separable points.

beyond 2-D we have more weights variations.