A Review of Spiking Neural Networks

Spiking neuron network (SNN) attaches much attention to researchers in neuromorphic engineering and brain-like computing because of its advantages Spatio-temporal dynamics, diverse coding mechanisms, event-driven properties. This paper is a review SNN order help from other areas know became familiar with the field or even interested SNN. Neuron models, methods, training algorithms, platforms will be introduced this paper. analyzes disadvantages several kinds neural learning platforms, according these propose some expected development, such as improving balance between bio-mimicry cost for compounding unsupervised algorithms SNN, digital-analog platform.