Photoelectroactive artificial synapse and its application to biosignal pattern recognition

Autor: Seyong Oh, Je-Jun Lee, Seunghwan Seo, Gwangwe Yoo, Jin-Hong Park
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: npj 2D Materials and Applications, Vol 5, Iss 1, Pp 1-8 (2021)
Druh dokumentu: article
ISSN: 2397-7132
DOI: 10.1038/s41699-021-00274-5
Popis: Abstract In recent years, optoelectronic artificial synapses have garnered a great deal of research attention owing to their multifunctionality to process optical input signals or to update their weights optically. However, for most optoelectronic synapses, the use of optical stimuli is restricted to an excitatory spike pulse, which majorly limits their application to hardware neural networks. Here, we report a unique weight-update operation in a photoelectroactive synapse; the synaptic weight can be both potentiated and depressed using “optical spikes.” This unique bidirectional operation originates from the ionization and neutralization of inherent defects in hexagonal-boron nitride by co-stimuli consisting of optical and electrical spikes. The proposed synapse device exhibits (i) outstanding analog memory characteristics, such as high accessibility (cycle-to-cycle variation of 21 days), and (ii) excellent synaptic dynamics, such as a high dynamic range (>384) and modest asymmetricity (
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