Deep learning with coherent nanophotonic circuits
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"Deep learning with coherent nanopho..." refers background in this paper
...Linear transformations (and certain nonlinear transformations) can be performed at the speed of light and detected at rates exceeding 100 GHz [12] in photonic networks, and in some cases, with minimal power consumption [13]....
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"Deep learning with coherent nanopho..." refers methods in this paper
...In such a case, robust simulated annealing algorithms [37] can be used to train ANN parameters which is error-tolerant, hence when encoded in the ONN, will have better performance....
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88 citations
"Deep learning with coherent nanopho..." refers background in this paper
...assume a saturable absorber threshold of p ' 1 MW/cm2 – valid for many dyes, semiconductors, and graphene [21, 22]....
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...Saturable absorption is modeled as [21] (Supplement Section 2),...
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85 citations
"Deep learning with coherent nanopho..." refers background in this paper
...For example, graphene layers integrated on nanophotonic waveguides have already been demonstrated as saturable absorbers [35]....
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