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physics.app-ph2019
Accelerating Silicon Photonic Parameter Extraction using Artificial Neural Networks
Alec M. Hammond, Easton Potokar, Ryan M. Camacho
We present a novel silicon photonic parameter extraction tool that uses artificial neural networks. While other parameter extraction methods are restricted to relatively simple dev…
physics.app-ph2019★ 82 cited
Designing Silicon Photonic Devices using Artificial Neural Networks
Alec M. Hammond, Ryan M. Camacho
We develop and experimentally validate a novel neural network design framework for silicon photonics devices that is both practical and intuitive. The framework is applicable to ne…