Error Functions in NNs

In this post we will talk about how error functions are used in Neural Networks and how they are selected according to the task we have to solve. Disclaimer: These notes are for the most part a collection of concepts taken from the slides of the ‘Artificial Neural Networks and Deep Learning’ course at Polytechnic of Milan and from some other online resources. I am simply putting together all the information to study for the exam and I thought it would be a good idea to upload them here since they can be useful for someone who is interested in this topic....

October 28, 2019