Research program
Quantum neural networks
Quantum and hybrid model development using frameworks including PennyLane, Qiskit Machine Learning and sQULearn.
What you can explore
Explore neural-network models combining quantum circuits and classical learning components.
Scope and availability
The portfolio describes PennyLane, Qiskit Machine Learning and sQULearn integrations. Framework and backend compatibility are confirmed for the selected workflow.
A useful first evaluation
Fix the dataset split and evaluation metric. Compare model quality, training stability and computational cost with a strong classical model.
Start with your problem.
Talk to Quzones about Quantum neural networks, your constraints and the next practical step.
Discuss an evaluation ↗