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All-optical non-linear activation function for neuromorphic photonic computing using semiconductor Fano lasers.

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We predict that semiconductor Fano lasers can be used to realize an all-optical non-linear activation function for neuromorphic photonic computing. By exploiting optical control of a Fano mirror, the laser… Click to show full abstract

We predict that semiconductor Fano lasers can be used to realize an all-optical non-linear activation function for neuromorphic photonic computing. By exploiting optical control of a Fano mirror, the laser can generate optical pulses with low threshold energy, gigahertz repetition rates, and orders of magnitude suppression between the on- and off-states. Analytical estimates of the switching threshold energy, extinction ratio, and refractory period agree well with numerical results.

Keywords: fano; optical non; non linear; semiconductor fano; linear activation; fano lasers

Journal Title: Optics letters
Year Published: 2020

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