Light-stimulated adaptive artificial synapse based on nanocrystalline metal-oxide film

Autor: Igor S. Balashov, Alexander A. Chezhegov, Artem S. Chizhov, Andrey A. Grunin, Konstantin V. Anokhin, Andrey A. Fedyanin
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: Opto-Electronic Science, Vol 2, Iss 10, Pp 1-11 (2024)
Druh dokumentu: article
ISSN: 2097-0382
DOI: 10.29026/oes.2023.230016
Popis: Artificial synapses utilizing spike signals are essential elements of new generation brain-inspired computers. In this paper, we realize light-stimulated adaptive artificial synapse based on nanocrystalline zinc oxide film. The artificial synapse photoconductivity shows spike-type signal response, long and short-term memory (LTM and STM), STM-to-LTM transition and paired-pulse facilitation. It is also retaining the memory of previous exposures and demonstrates spike-frequency adaptation properties. A way to implement neurons with synaptic depression, tonic excitation, and delayed accelerating types of response under the influence of repetitive light signals is discussed. The developed artificial synapse is able to become a key element of neuromorphic chips and neuromorphic sensorics systems.
Databáze: Directory of Open Access Journals