20 citations · 30 across the 4 of their papers we have counts for
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quant-ph2021★ 6 cited
The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning
Roberto Bondesan, Max Welling
In this work we develop a quantum field theory formalism for deep learning, where input signals are encoded in Gaussian states, a generalization of Gaussian processes which encode…
quant-ph2020★ 2 cited
Quantum Deformed Neural Networks
Roberto Bondesan, Max Welling
We develop a new quantum neural network layer designed to run efficiently on a quantum computer but that can be simulated on a classical computer when restricted in the way it enta…