Title :
Implementation of optical multiplicative spike-timing-dependent plasticity with adaptive current feedback of semiconductor optical amplifiers
Author :
Yaolin Zhang ; Quansheng Ren ; Jianye Zhao
Author_Institution :
Dept. of Electron., Peking Univ., Beijing, China
Abstract :
We present the optical multiplicative spike-timing-dependent-plasticity (STDP) by adaptive control of current injection to the semiconductor optical amplifiers. As a result, we can mimic the behavior of biological STDP synapses more realistically.
Keywords :
adaptive optics; biomimetics; laser feedback; neurophysiology; semiconductor optical amplifiers; adaptive control; adaptive current feedback; biological spike-timing-dependent-plasticity synapses; current injection; optical multiplicative spike-timing-dependent plasticity; semiconductor optical amplifiers; Biomedical optical imaging; Neurons; Nonlinear optics; Optical feedback; Optical filters; Optical pulses; Semiconductor optical amplifiers;
Conference_Titel :
Lasers and Electro-Optics (CLEO), 2015 Conference on
Conference_Location :
San Jose, CA
