Third Generation Neural Network Models: Spiking Neural Networks for AI Applications
Introduction In 1997, computer scientist Wolfgang Maass proposed that networks composed of spiking neurons—spiking neural networks (SNN)—would become the “third generation of neural network models” following artificial neural networks. As one of the forefront intersections of neuroscience and artificial intelligence, the research on spiking neural networks starts from the biological rationale of neuron nodes and … Read more