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Li, Gordon HY; Leefmans, Christian R; Williams, James; Englebert, Nicolas; Parto, Midya; Marandi, Alireza (, Optica Publishing Group)We experimentally demonstrate an end-to-end all-optical recurrent neural net-work utilizing short laser pulses and ultrafastχ(2)nonlinear optics to unlock unprecedented computational clock rates and massively parallel information processing for time-series classification and prediction tasks.more » « less
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Englebert, Nicolas; Gray, Robert M; Sekine, Ryoto; Zacharias, Thomas; Ledezma, Luis; Zhou, Selina; Arabi, Carlos Mas; Gorza, Simon-Pierre; Leo, François; Marandi, Alireza (, Optica Publishing Group)We experimentally observe signatures of 475-fs-long sech-squared-shaped solitons in a ps-pumped phase-mismatched parametric oscillator in the normal dispersion regime, purely due to cascaded quadratic nonlinearities. The results are in good agreement with our theoretical predictions.more » « less
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Leefmans, Christian; Englebert, Nicolas; Williams, James; Goldman, Nathan; Gorza, Simon-Pierre; Leo, Franc¸ois; Marandi, Alireza (, Optica Publishing Group)We experimentally observe the formation of dissipative cavity solitons at the boundaries of a topological lattice. Our work reveals new opportunities to study both nonlinear topological photonics and dissipative cavity solitons in coupled resonator arrays.more » « less
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