Optical phase encoding in pulsed approach to reservoir computing
arxiv(2024)
摘要
The exploitation of the full structure of multimode light fields enables
compelling capabilities in many fields including classical and quantum
information science. We exploit data-encoding on the optical phase of the
pulses of a femtosecond laser source for a photonic implementation of a
reservoir computing protocol. Rather than intensity detection, data-reading is
done via homodyne detection that accesses combinations of amplitude and phase
of the field. Numerical and experimental results on NARMA tasks and laser
dynamic predictions are shown. We discuss perspectives for quantum enhanced
protocols.
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