| Authors: | K. Harkhoe, G. Verschaffelt, A. Katumba, P. Bienstman, G. Van der Sande | | Title: | Integrated Delay Based Photonic Reservoir Computing | | Format: | International Conference Proceedings | | Publication date: | 11/2018 | | Journal/Conference/Book: | Proceedings of the 23rd Annual Symposium of the IEEE Photonics Benelux Chapter
| | Editor/Publisher: | IEEE, | | Location: | Brussels, Belgium | | Citations: | Look up on Google Scholar
|
Abstract
We have analyzed the performance of a reservoir computing system based on a semiconductor laser with
delayed optical output feedback on timeseries prediction and bit parity tests. Both laser and feedback
section are fully integrated on an InP based photonic chip fabricated on the Jeppix platform. We have
studied how the system parameters affect the performance and found that this reservoir computing chip
reaches processing speeds of 0.9GSa/s with comparable performances as obtained by other non-integrated
RC setups based on delayed feedback as well as RC setup on passive silicon photonic chips. Related Research Topics
Related Projects
|
|
