no code implementations • 22 Jan 2024 • Murat Isik, Hiruna Vishwamith, Yusuf Sur, Kayode Inadagbo, I. Can Dikmen
Neuromorphic systems, inspired by the complexity and functionality of the human brain, have gained interest in academic and industrial attention due to their unparalleled potential across a wide range of applications.
no code implementations • 21 Nov 2023 • Murat Isik, Hiruna Vishwamith, Kayode Inadagbo, I. Can Dikmen
This paper presents a novel approach to neuromorphic audio processing by integrating the strengths of Spiking Neural Networks (SNNs), Transformers, and high-performance computing (HPC) into the HPCNeuroNet architecture.