Polaritonic neuromorphic computing outperforms linear classifiers

• Main Authors: Ballarini, Dario, Gianfrate, Antonio, Panico, Riccardo, Opala, Andrzej, Ghosh, Sanjib, Dominici, Lorenzo, Ardizzone, Vincenzo, De Giorgi, Milena, Lerario, Giovanni, Gigli, Giuseppe, Liew, Timothy Chi Hin, Matuszewski, Michal, Sanvitto, Daniele
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2020
• Subjects: Science::Physics::Optics and light; Exciton-polaritons; Optical Microcavities
• Online Access: https://hdl.handle.net/10356/143433
• Institution: Nanyang Technological University

Machine learning software applications are ubiquitous in many fields of science and society for their outstanding capability to solve computationally vast problems like the recognition of patterns and regularities in big data sets. In spite of these impressive achievements, such processors are still...