Fast Algorithms for Spiking Neural Network Simulation with FPGAs

Björn A. Lindqvist, Artur Podobas

Using OpenCL-based high-level synthesis, we create a number of spiking neural network (SNN) simulators for the Potjans-Diesmann cortical microcircuit for a high-end Field-Programma…