Search Results for author: Bobak Kiani

Found 2 papers, 2 papers with code

Neural Networks for Programming Quantum Annealers

1 code implementation13 Aug 2023 Samuel Bosch, Bobak Kiani, Rui Yang, Adrian Lupascu, Seth Lloyd

We explore a setup for performing classification on labeled classical datasets, consisting of a classical neural network connected to a quantum annealer.

Quantum Machine Learning

projUNN: efficient method for training deep networks with unitary matrices

1 code implementation10 Mar 2022 Bobak Kiani, Randall Balestriero, Yann Lecun, Seth Lloyd

In learning with recurrent or very deep feed-forward networks, employing unitary matrices in each layer can be very effective at maintaining long-range stability.

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