Quantum optical classifier with superexponential speedup
Sign Up to like & getrecommendations! Published in 2024 at "Communications Physics"
DOI: 10.1038/s42005-025-02020-5
Abstract: Classification is a central task in deep learning algorithms. Usually, images are first captured and then processed by a sequence of operations, of which the artificial neuron represents one of the fundamental units. This paradigm… read more here.
Keywords: classification; superexponential speedup; quantum optical; usepackage ... See more keywords
Super-resolution optical classifier with high photon efficiency.
Sign Up to like & getrecommendations! Published in 2020 at "Optics letters"
DOI: 10.1364/ol.401614
Abstract: We propose and demonstrate a photon-efficient optical classifier to overcome the Rayleigh limit in spatial resolution. It utilizes mode-selective sum-frequency generation and single-pixel photon detection to resolve closely spaced incoherent sources based on photon counting… read more here.
Keywords: optical classifier; photon; super resolution; resolution optical ... See more keywords