A spiking neuron implemented in VLSI - CentraleSupélec Accéder directement au contenu
Article Dans Une Revue Journal of Physics Communications Année : 2022

A spiking neuron implemented in VLSI

Résumé

A VLSI implementation of a Silicon-Controlled Rectifier (SCR)-based Neuron that has the functionality of the leaky-integrate and fire model (LIF) of spiking neurons is introduced. The silicon-controlled rectifier is not straightforward to efficiently migrate to VLSI. Therefore, we propose a MOS transistor-based circuit that provides the same functionality as the SCR. The results of this work are based on Spice simulation using open libraries and on VLSI layout and post layout simulations for a 65 nm CMOS process View the article online for updates and enhancements. You may also like Characterization of dynamics and information processing of integrate-andfire neuron models JunHyuk Woo, Soon Ho Kim, Kyungreem Han et al.
Fichier principal
Vignette du fichier
Stoliar_2022_J._Phys._Commun._6_021001.pdf (1.42 Mo) Télécharger le fichier
Origine : Fichiers éditeurs autorisés sur une archive ouverte

Dates et versions

hal-03854638 , version 1 (15-11-2022)

Identifiants

Citer

Pablo Stoliar, I Akita, O. Schneegans, M Hioki, Marcelo Rozenberg. A spiking neuron implemented in VLSI. Journal of Physics Communications, 2022, 6 (2), pp.021001. ⟨10.1088/2399-6528/ac4e2a⟩. ⟨hal-03854638⟩
26 Consultations
50 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More