Tag: Universal Quantum Classifier

All the talks with the tag "Universal Quantum Classifier".

• Data Re-uploading For A Universal Quantum Classifier

  Haribandhu Jena
  Published:Mar 25, 2025 at  at 08:30 AM

  A single qubit can act as a universal quantum classifier when combined with a classical subroutine, using data re-uploading to overcome its limitations. By repeatedly uploading data and applying single-qubit operations, it can handle multi-dimensional inputs and classify multiple categories. Extending this to multi-qubit systems with entanglement further enhances its efficiency. Benchmarking results confirm its capability to classify complex data effectively.