Topic: trained SNNs

The rise of spiking neural networks (SNNs) offers a promising alternative to traditional activation-based deep neural networks, advancing the pursuit of more sustainable and ethical computing architectures. Despite its potential, neuromorphic event-based computing, which promises to fully harness the benefits of spiking networks, remains largely confined to research settings, with commercialization hindered by the lack of user-friendly software tools for developers. While initiatives like Intel's Lava for Loihi and PySpiNNaker2 for deploying SNNs on the SpiNNaker 2 neuromorphic chip are promis