Search Results for author: Catherine F. Higham

Found 3 papers, 1 papers with code

Quantum Deep Learning: Sampling Neural Nets with a Quantum Annealer

no code implementations19 Jul 2021 Catherine F. Higham, Adrian Bedford

We demonstrate the feasibility of framing a classically learned deep neural network as an energy based model that can be processed on a one-step quantum annealer in order to exploit fast sampling times.

Classification Image Classification

Deep Learning: An Introduction for Applied Mathematicians

2 code implementations17 Jan 2018 Catherine F. Higham, Desmond J. Higham

This article provides a very brief introduction to the basic ideas that underlie deep learning from an applied mathematics perspective.

Image Classification

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