谐振器
光学
光功率
神经形态工程学
加权
波长
光子学
计算机科学
光电子学
材料科学
人工神经网络
物理
声学
激光器
人工智能
作者
Qiang Zhang,Ning Jiang,Anran Li,Yiqun Zhang,Gang Hu,Yongsheng Cao,Kun Qiu
出处
期刊:Optics Letters
[The Optical Society]
日期:2023-05-11
卷期号:48 (12): 3167-3167
被引量:8
摘要
We propose and demonstrate an all-optical synaptic neuron based on an add-drop microring resonator (ADMRR) with power-tunable auxiliary light. Dual neural dynamics of passive ADMRRs, having spiking response and synaptic plasticity, are numerically investigated. It is demonstrated that, by injecting two beams of power-tunable and opposite-direction continuous light into an ADMRR and maintaining their sum power at a constant value, linear-tunable and single-wavelength neural spikes can be flexibly generated, in virtue of the nonlinear effects triggered by perturbation pulses. Based on this, a weighting operation system based on cascaded ADMRRs is designed; it enables implementation of real-time weighting operations at a number of wavelengths. This work provides a novel, to the best of our knowledge, approach for integrated photonic neuromorphic systems based entirely on optical passive devices.
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