On-chip Passive Photonic Reservoir Computing with Integrated Optical Readout
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Date
2017
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE International Conference on Rebooting Computing
Abstract
Photonic reservoir computing is a recent bioinspired
paradigm for signal processing. Despite first successes,
the paradigm still faces challenges. We address some of these
challenges and introduce our approaches to solve them. In
detail, we discuss how integrated reservoirs can be scaled up
by injecting multiple copies of the input. Further we introduce
a new hardware-friendly training method for integrated optical
readouts.
Description
Keywords
Citation
Freiberger, M., Katumba, A., Bienstman, P., & Dambre, J. (2017, November). On-chip passive photonic reservoir computing with integrated optical readout. In 2017 IEEE International Conference on Rebooting Computing (ICRC) (pp. 1-4). IEEE.