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
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.