no code implementations • 14 Jun 2023 • Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
Communication by rare, binary spikes is a key factor for the energy efficiency of biological brains.
no code implementations • 23 Dec 2022 • Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
Deep spiking neural networks (SNNs) offer the promise of low-power artificial intelligence.
no code implementations • 8 Apr 2020 • Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
In this paper, we propose a system for file classification in large data sets based on spiking neural networks (SNNs).