Spiking Neural Networks are among the best hopes for the upcoming energy efficient, embedded Edge Artificial Intelligence. iSoC methodology ensures abstract, simulable, truly event-based SNN inference models that can be further designed and integrated in dedicated hardware accelerators very quickly through the use of High Level Synthesis tools.