Leaky Integrate-and-Fire Mechanism in Exciton-Polariton Condensates for Photonic Spiking Neurons

التفاصيل البيبلوغرافية
العنوان: Leaky Integrate-and-Fire Mechanism in Exciton-Polariton Condensates for Photonic Spiking Neurons
المؤلفون: Tyszka, K., Furman, M., Mirek, R., Król, M., Opala, A., Seredyński, B., Suffczyński, J., Pacuski, W., Matuszewski, M., Szczytko, J., Piętka, B.
سنة النشر: 2021
المجموعة: Physics (Other)
مصطلحات موضوعية: Physics - Optics
الوصف: 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 neurons. The experimental results demonstrate the intrinsic property of exciton-polaritons to resemble the Leaky Integrate-and-Fire spiking mechanism. It is shown that exciton-polariton microcavities when non-resonantly pumped with a pulsed laser exhibit leaky-integration due to relaxation of the excitonic reservoir, threshold-and-fire mechanism due to transition to Bose-Einstein condensate, and resetting due to stimulated emission of photons. These effects, evidenced in photoluminescence characteristics, arise within sub-ns timescales. The presented approach provides means for energy-efficient ultrafast processing of spike-like laser pulses at the level below 1 pJ/spike.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2111.13123
رقم الأكسشن: edsarx.2111.13123
قاعدة البيانات: arXiv