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 nanophotonic neural network simulation platform


r/MachineLearning - [P] neuroptica - a nanophotonic neural network simulation platform

#artificialintelligence

Nanophotonic neural networks are an exciting emerging sub-field in physics and machine learning, promising low-energy, ultra high-throughput machine learning systems implemented purely optically. Our lab recently published a paper describing a method for physically-implementable optical activation functions for use in nanophotonic NN's, and we've open-sourced the simulator we developed as part of our research.