Spike‐Timing‐Dependent Plasticity in Memristors [chapter]

Yao Shuai, Xinqiang Pan, Xiangyu Sun
2018 Memristor and Memristive Neural Networks  
The spike-timing-dependent plasticity (STDP) characteristic of the memristor plays an important role in the development of neuromorphic network computing in the future. The STDP characteristics were observed in diferent memristors based on diferent kinds of materials. The investigation regarding the inluences of device hysteresis characteristic, the initial conductance of the memristors, and the waveform of the voltage pulses applied to the memristor as preneuron voltage spike and postneuron
more » ... tage spike on the STDP behavior of memristors are reviewed.
doi:10.5772/intechopen.69535 fatcat:cxfl6myo4rb7ha6bd4oupvhzea