36 citations · 269 across the 67 of their papers we have counts for
4 papers · 2 filters
A Review of the Applications of Quantum Machine Learning in Optical Communication Systems
Ark Modi, Alonso Viladomat Jasso, Roberto Ferrara +4
In the context of optical signal processing, quantum and quantum-inspired machine learning algorithms have massive potential for deployment. One of the applications is in error cor…
Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering
Alonso Viladomat Jasso, Ark Modi, Roberto Ferrara +4
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…
Testing of Hybrid Quantum-Classical K-Means for Nonlinear Noise Mitigation
Ark Modi, Alonso Viladomat Jasso, Roberto Ferrara +4
Nearest-neighbour clustering is a powerful set of heuristic algorithms that find natural application in the decoding of signals transmitted using the M-Quadrature Amplitude Modulat…
The Multiple-Access Channel with Entangled Transmitters
Uzi Pereg, Christian Deppe, Holger Boche
Communication over a classical multiple-access channel (MAC) with entanglement resources is considered, whereby two transmitters share entanglement resources a priori before commun…