The Complete Guide to Spiking Neural Networks

<p>The world of artificial intelligence is rapidly changing, especially when with it comes to another branch of neural network that is beginning to gain attention: spiking neural networks (SNNs). In this comprehensive guide, we&rsquo;ll explore what SNNs are, their neuroscience basis, modeling techniques, properties, and roles in intelligence. We&rsquo;ll also discuss their input encoding, types, the training procedure for SNNs and an overview of neuromorphic hardware such as Intel Loihi. By the end of this guide, you&rsquo;ll have a better understanding of the unique advantages of SNNs and how they can be used to efficiently solve difficult tasks.</p> <p><a href="https://pub.towardsai.net/the-complete-guide-to-spiking-neural-networks-d0a85fa6a64"><strong>Read More</strong></a></p>
Tags: Spiking Neural