Computation with populations codes in layered networks of integrate-and-fire neurons

摘要

We discuss feed-forward architectures that compute with population codes. Using radial basis functions we implement a layered network of noisy integrate-and-fire neurons which computes the sum of two population coded quantities. The network performs the computation robustly, accurately and quickly.