Jan 18, 2024 · Because shallow quantum circuits can generate distributions that are classically hard to sample from, existing learning algorithms do not apply.
Jun 11, 2024 · Because shallow quantum circuits can generate distributions that are classically hard to sample from, existing learning algorithms do not apply.
The quantum circuit can be of any connectivity. Theorem 1. Learning shallow quantum circuits. Any -qubit shallow quantum circuit can be learned to diamond ...
Jan 18, 2024 · Our approach uses a quantum circuit representation based on local inversions and a technique to combine these inversions. This circuit ...
Jan 23, 2024 · Learn how to do circuit sewing with local inversions, which play a crucial role in learning shallow quantum circuits.
Duration: 41:53
Posted: Apr 30, 2024
Posted: Apr 30, 2024
People also ask
How to understand quantum circuits?
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How to build a quantum circuit?
Consider a small region A (on a lattice), each input qubit in A only affects the output qubits in the lightcone of A.
Jun 24, 2024 · Because shallow quantum circuits can generate distributions that are classically hard to sample from, existing learning algorithms do not apply.
Aug 29, 2024 · We show that for shallow quantum circuits with single- and two-qubit gates, a classical simulation can output correctly if there are no inter- ...
Aug 16, 2024 · A fundamental goal of quantum computing is to demonstrate computational advantage over classical computers. Shallow quantum circuits play a ...