The basic functions and patterns of dynamical systems are present, however, my level of mathematical understanding made this book feel a bit over my head... I'll revisit in a year with a more foundational understanding of neuroscience and mathematics that'll allow more effective reading.
A paper providing a more accessible introduction to a few concepts from featured in this book,