Mathematical Foundations for Dynamical Systems

Every neuron in your brain is a dynamical system — its voltage rises, falls, and sometimes explodes into a spike. To understand why, you need just three mathematical ideas: how things change (derivatives), how change compounds (exponentials), and how to read the DNA of a system (eigenvalues).