Let Quantum Neural Networks Choose Their Own Frequencies

no code implementations • 6 Sep 2023 • Ben Jaderberg, Antonio A. Gentile, Youssef Achari Berrada, Elvira Shishenina, Vincent E. Elfving

Parameterized quantum circuits as machine learning models are typically well described by their representation as a partial Fourier series of the input features, with frequencies uniquely determined by the feature map's generator Hamiltonians.

Quantum Machine Learning