no code implementations • 5 Jul 2022 • Weishun Zhong, Xun Gao, Susanne F. Yelin, Khadijeh Najafi
Born machines are quantum-inspired generative models that leverage the probabilistic nature of quantum states.
no code implementations • 23 Jun 2022 • Jonathan Z. Lu, Rodrigo A. Bravo, Kaiying Hou, Gebremedhin A. Dagnew, Susanne F. Yelin, Khadijeh Najafi
A symmetry of a state $\vert \psi \rangle$ is a unitary operator of which $\vert \psi \rangle$ is an eigenvector.
no code implementations • 30 Mar 2022 • Junyu Liu, Khadijeh Najafi, Kunal Sharma, Francesco Tacchino, Liang Jiang, Antonio Mezzacapo
We define wide quantum neural networks as parameterized quantum circuits in the limit of a large number of qubits and variational parameters.