Quantum neuromorphic hardware for quantum artificial intelligence

被引:21
|
作者
Prati, Enrico [1 ]
机构
[1] CNR, Ist Foton & Nanotecnol, Piazza Leonardo da Vinci 32, I-20133 Milan, Italy
关键词
NOISE; SEQUENCES;
D O I
10.1088/1742-6596/880/1/012018
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
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.
引用
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页数:6
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