Figure 8. The effect of training upon the information content of the output layer.

Before training, both information measures can be seen to be low. After training, the single cell information measure (A) shows that most of the cells in the output layer are maximally informative in discriminating between the stimuli and the multiple cell information measure (B) shows that both stimuli's transforms have been learnt by the network.