Numerical exploration of spiking neuron circuits in organic pOTFT technology - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2021

Numerical exploration of spiking neuron circuits in organic pOTFT technology

Résumé

Spike-based neural networks have the potential to significantly increase the computational power of information technologies compared to other architectures. While many different types of sensors and conventional circuits have been implemented using flexible Thin Organic Large Area Electronics, TOLAE, processes, explorations of artificially spiking neuron circuits are much rarer. Here we numerically investigate neuron circuits in gravure printed scalable OTFT technology and consider how the circuits change with variability Finally, we discuss how the intrinsic variability from processing can be used to advantage for classification tasks. These circuits constitute a promising low cost way to integrate neuromorphic hardware with sensors fabricated using the same methods.
Fichier principal
Vignette du fichier
CAD-TFT_CALVET.pdf (531.77 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03391349 , version 1 (21-10-2021)

Identifiants

  • HAL Id : hal-03391349 , version 1

Citer

Laurie E Calvet, Paoline Coulson, B Iniguez, K Romanjek. Numerical exploration of spiking neuron circuits in organic pOTFT technology. 12th International Conference on Computer-Aided Design for thin Film Transistor Technologies, Sep 2021, Virtual, United Kingdom. ⟨hal-03391349⟩
70 Consultations
24 Téléchargements

Partager

Gmail Facebook X LinkedIn More