The mathematical model of a biologically inspired electronic neuron for ease the design of spiking neural networks topology

This paper presents the mathematical model of a biologically inspired neuron which was previously tested and implemented in hardware. This neuron mimics the spiking nature of natural neurons and adds the learning mechanisms of biological synapses. The goal of the mathematical model elaboration is to ease the process of developing the topology of analogue spiking neural networks using computer simulations while keeping the computation time low.