Harnessing FPGAs for Spiking Neural Networks

This chapter explores the use of commercial FPGAs for simulating spiking neural networks, emphasizing the advantages of reconfigurable technology. It addresses the complexities of accurately replicating biological neural behaviors and discusses innovative techniques for enhancing performance through time multiplexing. Additionally, the chapter highlights the hierarchical structure of neural connectivity inspired by biological systems, aiming to facilitate advanced research in neuromorphic simulations.