Neural computation from first principles: Using the maximum entropy method to obtain an optimal bits-per-joule neuron

William B Levy, Toby Berger, Mustafa Sungkar

Optimization results are one method for understanding neural computation from Nature's perspective and for defining the physical limits on neuron-like engineering. Earlier work loo…