Neuromorphic Computing Based on Memristor
This paper will focus on the neuromorphic electronics, especially on the Neuromorphic Computing of neurons, synapses circuits and the spike timing dependent plasticity (STDP) scheme in detail based on memristors.
Abstract
Bioelectronics is defined as a combination of electronic principles and biological phenomena. While many major fields such as Medical treatment, technology advancement, healthcare are increasing its demand for bioelectronic circuits. And the bioelectronic circuits have developed rapidly during recent years. To develop bioelectronics, it can be divided into two fields: One is Cryptomorphic electronics which is electronics inspired by cellular and molecular biology. And the other one is Neuromorphic electronics which is electronics inspired by neurobiology, which are cable to implement the electronic equivalent of learning, adaption and memory algorithmic efficiently. And in this paper, we will focus on the neuromorphic electronics, especially on the Neuromorphic Computing of neurons, synapses circuits and the spike timing dependent plasticity (STDP) scheme in detail based on memristors. And Simulation of several memristors circuits will present.