4 papers
Image recognition based on optical spike processing with exciton-polaritons
Olgierd Jeziorski, Jakub Rogala, Krzysztof Tyszka
Exciton-polariton condensates combine ultrafast dynamics with strong optical nonlinearities, making them promising for optical neuromorphic computing. Here, we numerically demonstr…
Guided polariton condensate in perovskite microwires
Maciej Nytko, Mateusz Kędziora, Maciej Zaremba +4
Perovskite microwires are promising candidates for integrated photonic systems due to their strong nonlinear optical response and inherent waveguiding capabilities. In this study,…
Room temperature exciton-polariton neural network with perovskite crystal
Andrzej Opala, Krzysztof Tyszka, Mateusz Kędziora +7
Limitations of electronics have stimulated the search for novel unconventional computing platforms that enable energy-efficient and ultra-fast information processing. Among various…
Leaky Integrate-and-Fire Mechanism in Exciton-Polariton Condensates for Photonic Spiking Neurons
K. Tyszka, M. Furman, R. Mirek +8
This paper introduces a new approach to neuromorphic photonics in which microcavities exhibiting strong exciton-photon interaction may serve as building blocks of optical spiking n…