In my earlier post I discussed how performing topological data analysis on the weights learned by convolutional neural nets (CNN’s) can give insight into what is being learned and how it is being learned.   The significance of this work can be summarized as follows: It allows us to gain understanding about how the neural network performs a classification task. It allows us to observe how the net…