Neuromorphic Photonic Integrated Circuits 论文

2018IEEE Journal of Selected Topics in Quantum Electronics引用 231
Neural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingPhotonic and Optical Devices

详细信息

发表期刊/会议
IEEE Journal of Selected Topics in Quantum Electronics
发表日期
2018-05-24
发表年份
2018

关键词

Neural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingPhotonic and Optical Devices

摘要

This paper reviews some recent progress in the field of neuromorphic photonics, with a particular focus on scalability. We provide a framework for understanding the underlying models, and demonstrate a neuron-like processing device—an excitable laser—that has many favorable properties for integration with emerging photonic integrated circuit platforms. On a systems level, we compare several proposed interconnection frameworks that allow for fully tunable networks of photonic neurons.