Added a great book to Computational neuroscience section #14
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"Neuronal Dynamics" is one of the best books I've read recently, it provides an extensive overview of all relevant topics in computational neuroscience with an in-depth mathematical treatment. In a way, it is like Grace Lindsay's book (mind models), but with the full mathematical description available.