神经形态工程学
材料科学
光电子学
光子学
非易失性存储器
铁电性
光学计算
兴奋剂
光开关
光学
计算机科学
人工神经网络
物理
机器学习
电介质
作者
Danyang Yao,Lei Li,Yong Zhang,Yue Peng,Jiuren Zhou,Genquan Han,Yan Liu,Yue Hao
出处
期刊:Optics Express
[The Optical Society]
日期:2022-03-31
卷期号:30 (8): 13572-13572
被引量:5
摘要
Non-volatile multilevel optical memory is an urgent needed artificial component in neuromorphic computing. In this paper, based on ferroelectric based electrostatic doping (Fe-ED) and optical readout due to plasma dispersion effect, we propose an electrically programmable, multi-level non-volatile photonics memory cell, which can be fabricated by standard complementary-metal-oxide-semiconductor (CMOS) compatible processes. Hf0.5Zr0.5O2 (HZO) film is chosen as the ferroelectric ED layer and combines with polysilicon layers for an enhanced amplitude modulation between the carrier accumulation and the confined optical field. Insertion loss below 0.4 dB in erasing state and the maximum recording depth of 9.8 dB are obtained, meanwhile maintaining an extremely low dynamic energy consumption as 1.0-8.4 pJ/level. Those features make this memory a promising candidate for artificial optical synapse in neuromorphic photonics and parallel computing.
科研通智能强力驱动
Strongly Powered by AbleSci AI