Binary Spiking Neural Networks as Causal Models

Aditya Kar, Emiliano Lorini, Timothée Masquelier

We provide a causal analysis of Binary Spiking Neural Networks (BSNNs) to explain their behavior. We formally define a BSNN and represent its spiking activity as a binary causal mo…