Understanding Deep Learning by Simon J. D. Prince (2023, Hardcover)

Understanding Deep Learning

Learning From First Principles: The Architecture of Deep Understanding

Brain-centric Design: The Surprising Neuroscience Behind Learning with Deep Understanding

Math For Deep Learning: What You Need to Know to Understand Neural Networks