12 citations · 19 across the 5 of their papers we have counts for
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quant-ph2024★ 6 cited
Application of ZX-calculus to Quantum Architecture Search
Tom Ewen, Ivica Turkalj, Patrick Holzer +1
This paper presents a novel approach to quantum architecture search by integrating the techniques of ZX-calculus with Genetic Programming (GP) to optimize the structure of paramete…
quant-ph2024
Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks
Patrick Holzer, Ivica Turkalj
We analyze the frequency spectrum of Quantum Neural Networks (QNNs) using Minkowski sums, which yields a compact algebraic description and permits explicit computation. Using this…