Phase-space analysis of a two-section InP laser as an all-optical spiking neuron: dependency on control and design parameters

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

2 Citaten (Scopus)
46 Downloads (Pure)

Samenvatting

Using a rate-equation model we numerically evaluate the carrier concentration and photon number in an integrated two-section semiconductor laser, and analyse its dynamics in threedimensional phase space. The simulation comprises compact model descriptions extracted from a commercially-available generic InP technology platform, allowing us to model an applied reverse-bias voltage to the saturable absorber. We use the model to study the influence of the injected gain current, reverse-bias voltage, and cavity mirror reflectivity on the excitable operation state, which is the operation mode desired for the laser to act as an all-optical integrated neuron. We show in phase-space that our model is capable of demonstrating four different operation modes, i.e. cw, self-pulsating and an on-set and excitable mode under optical pulse injection. In addition, we show that lowering the reflectivity of one of the cavity mirrors greatly enhances the control parameter space for excitable operation, enabling more relaxed operation parameter control and lower power consumption of an integrated two-section laser neuron.
Originele taal-2Engels
Artikelnummer024017
Aantal pagina's12
TijdschriftNeuromorphic Computing and Engineering
Volume4
Nummer van het tijdschrift2
DOI's
StatusGepubliceerd - jun. 2024

Vingerafdruk

Duik in de onderzoeksthema's van 'Phase-space analysis of a two-section InP laser as an all-optical spiking neuron: dependency on control and design parameters'. Samen vormen ze een unieke vingerafdruk.

Citeer dit