Um, Dayan & Abbott's "Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems" comes to mind. It's rather neuroscience heavy though.

Um, Dayan & Abbott's "Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems" comes to mind. It's rather neuroscience heavy though. Then there is "Spikes: Exploring the neural code" https://mitpress.mit.edu/books/spikes https://mitpress.mit.edu/books/spikes This one is focusing a lot on information theory.