James V Stone
Artificial Intelligence Engines
Excellent introduction into the theory and especially the mathematics of neural networks and artificial intelligence. Profoundly deepens your understanding of the science used in this field. Of course there are a lot of mathematical formulas in this book, so you should have substantial mathematical knowledge to be able to profit from this tutorial.
https://jamesstone.sites.sheffield.ac.uk/books/artificial-intelligence-engines