28 citations · 28 across the 4 of their papers we have counts for
4 papers
Quantum and classical processing with photonic quantum machine learning
J. C. López Carreño, S. Świerczewski, A. Opala +3
Artificial intelligence and machine learning have been widely adopted both in the industry and in everyday life, but at the cost of high compute demands. Recent studies show that i…
Emission enhanced exciton-polariton condensates with optical feedback
R. Mirek, M. Furman, A. Opala +5
Optical feedback is a well-known method of controlling laser dynamics, which has been widely studied in photonic systems to induce complex behaviors such as chaos or enhanced coher…
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…
Energy-efficient neural network inference with microcavity exciton-polaritons
M. Matuszewski, A. Opala, R. Mirek +8
We propose all-optical neural networks characterized by very high energy efficiency and performance density of inference. We argue that the use of microcavity exciton-polaritons al…