Presentation Information
[TuP-G-6]Integrated Photonic Reservoir Computing with Tunable Memory Capacity
Yihang Lai1, Zhiwei Yang1, Qi Chen1, Zili Cai1, ○Tian Zhang1, Jian Dai1, Kun Xu1 (1.State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telcommunications)
Keywords:
Optical neural networks and reservoir computing,Programmable,reconfigurable photonics
We propose a novel integrated reservoir computing scheme with dynamically adjustable short-term memory capacity, ranging from 0-20. Our scheme can efficiently complete NARMA time series prediction tasks while meeting different memory capacity requirements