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physics.optics2025★ 1 cited
Optical neuromorphic computing based on chaotic frequency combs in nonlinear microresonators
Negar Shaabani Shishavan, Egor Manuylovich, Morteza Kamalian-Kopae +1
In this work we present a novel implementation of delay line free reservoir computing based on state-of-the-art photonic technologies, which exploits chaotic optical frequency comb…
physics.optics2025★ 8 cited
Optical neuromorphic computing via temporal up-sampling and trainable encoding on a telecom device platform
Egor Manuylovich, Dmitrii Stoliarov, David Saad +1
Mapping input signals to a high-dimensional space is a critical concept in various neuromorphic computing paradigms, including models such as Reservoir Computing (RC) and Extreme L…