mqt.bench.benchmarks.qnn¶
Quantum Neural Network benchmark definition. Code is inspired by https://qiskit.org/ecosystem/machine-learning/stubs/qiskit_machine_learning.neural_networks.EstimatorQNN.html.
Module Contents¶
- create_circuit(num_qubits: int) QuantumCircuit[source]¶
Returns a quantum circuit implementing a Quantum Neural Network (QNN) with a ZZ FeatureMap and a RealAmplitudes ansatz.
- Parameters:
num_qubits – number of qubits of the returned quantum circuit