Understanding Spiking Neural Networks

This chapter explores spiking neural networks, contrasting them with traditional artificial neural networks and emphasizing their biological foundations and energy efficiency. It highlights the significance of neural spikes in computation, synaptic plasticity, and their potential for enhancing machine learning technologies. Additionally, the chapter discusses the advancements in simulating spiking networks and the challenges associated with scaling them for complex tasks.