神经形态工程学
记忆电阻器
光子学
硅光子学
光电子学
光子集成电路
光开关
电子线路
硅
材料科学
计算机科学
集成电路
光学计算
电子工程
电气工程
工程类
人工神经网络
机器学习
作者
Bassem Tossoun,Xia Sheng,John Paul Strachan,Di Liang,Raymond G. Beausoleil
摘要
We present a novel technology wherein memristors are heterogeneously integrated with optoelectronic devices on a silicon photonic platform. We present results on memristor integrated microring modulators and lasers with non-volatile memory. Furthermore, multiple devices are combined with optical waveguides to create photonic integrated circuits with neuromorphic computing. By pairing non-volatile memory devices directly with silicon photonics, we can integrate memory, computing, and high-speed optical interconnects all together on the same chip.
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