Data di Pubblicazione:
2017
Citazione:
Quantum neuromorphic hardware for quantum artificial intelligence / E. Prati. - In: JOURNAL OF PHYSICS. CONFERENCE SERIES. - ISSN 1742-6588. - 880(2017), pp. 012018.1-012018.7. ((Intervento presentato al 8. convegno International Workshop on Decoherence, Information, Complexity and Entropy (DICE) - Spacetime - Matter - Quantum Mechanics : September, 12 - 16 tenutosi a Castiglioncello nel 2016 [10.1088/1742-6596/880/1/012018].
Abstract:
The development of machine learning methods based on deep learning boosted the field of artificial intelligence towards unprecedented achievements and application in several fields. Such prominent results were made in parallel with the first successful demonstrations of fault tolerant hardware for quantum information processing. To which extent deep learning can take advantage of the existence of a hardware based on qubits behaving as a universal quantum computer is an open question under investigation. Here I review the convergence between the two fields towards implementation of advanced quantum algorithms, including quantum deep learning.
Tipologia IRIS:
01 - Articolo su periodico
Keywords:
Quantum deep learning
Elenco autori:
E. Prati
Link alla scheda completa: