Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering

Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering

Nearest-neighbour clustering is a simple yet powerful machine learning algorithm that finds natural application in the decoding of signals in classical optical-fibre communication systems. Quantum <i>k</i>-means clustering promises a speed-up over the classical <i>k</i>-means...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Alonso Viladomat Jasso, Ark Modi, Roberto Ferrara, Christian Deppe, Janis Nötzel, Fred Fung, Maximilian Schädler
Format: Artikel
Sprache:English
Veröffentlicht: MDPI AG 2023-09-01
Schriftenreihe:Entropy
Schlagworte:
quantum k nearest-neighbour
quantum machine learning
quantum computing
<i>k</i>-means clustering
6G communication
quadrature amplitude modulation
Online Zugang:https://www.mdpi.com/1099-4300/25/9/1361

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https://www.mdpi.com/1099-4300/25/9/1361

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