Figure 6

Inputs, weights and outputs of three perceptrons, denoted A, B and C. (a) Inputs to the perceptron: each column of the 32×100 matrix illustrates an input vector containing 32 binary inputs. Each white square corresponds to a 1 and each black square corresponds to a 0. (b) Weights: The weights for the three perceptrons are illustrated. These weights are divided into 4 parts and correspond to 1/2, −1/2, 1/4 and −1/4 from left to right. (c) Binary outputs of Perceptron A containing 58 1’s and 42 0’s. (d) Binary outputs of Perceptron B containing 90 1’s and 10 0’s. (e) Binary outputs of Perceptron C containing 6 1’s and 94 0’s.