Toward grouped-reservoir computing: organic neuromorphic vertical transistor with distributed reservoir states for efficient recognition and prediction
Sign Up to like & getrecommendations! Published in 2024 at "Nature Communications"
DOI: 10.1038/s41467-024-44942-8
Abstract: Existing neuromorphic hardware, focusing mainly on shallow-reservoir computing, is challenged in providing adequate spatial and temporal scales characteristic for effective computing. Here, Gao et al. report an ultra-short channel organic neuromorphic vertical transistor with distributed… read more here.
Keywords: reservoir states; organic neuromorphic; distributed reservoir; reservoir ... See more keywords
Modular Modeling of Analog Organic Neuromorphic Circuits: Toward Prototyping of Hardware-Level Spiking Neural Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2022.3226163
Abstract: This work proposes a novel modeling approach for analog organic circuits using very simple to customize circuit topology and parameters of individual p- and n-type organic field effect transistors (OFETs). Aided with the combination of… read more here.
Keywords: organic neuromorphic; analog organic; circuit; neuromorphic circuits ... See more keywords
Organic neuromorphic devices: Past, present, and future challenges
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DOI: 10.1557/mrs.2020.196
Abstract: read more here.
Keywords: neuromorphic devices; organic neuromorphic; devices past; present future ... See more keywords