Mimicry of Excitatory and Inhibitory Artificial Neuron with Leaky Integrate-and-Fire Function by a Single MOSFET

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dc.contributor.authorHan, Joon-Kyuko
dc.contributor.authorSeo, Myungsooko
dc.contributor.authorKim, Wu-Kangko
dc.contributor.authorKim, Moon-Seokko
dc.contributor.authorKim, Seong-Yeonko
dc.contributor.authorKim, Myung-Suko
dc.contributor.authorYun, Gyeong-Junko
dc.contributor.authorLee, Geon-Beomko
dc.contributor.authorYu, Ji-Manko
dc.contributor.authorChoi, Yang-Kyuko
dc.date.accessioned2020-03-19T01:26:59Z-
dc.date.available2020-03-19T01:26:59Z-
dc.date.created2019-12-06-
dc.date.issued2020-02-
dc.identifier.citationIEEE ELECTRON DEVICE LETTERS, v.41, no.2, pp.208 - 211-
dc.identifier.issn0741-3106-
dc.identifier.urihttp://hdl.handle.net/10203/272407-
dc.description.abstractFor the first time, a leaky integrate-and-fire (LIF) neuron with both excitatory and inhibitory characteristics is demonstrated using a single MOSFET. No additional circuits such as comparator, reset circuit, or current-to-voltage converter as well as a membrane capacitor are needed, and thus the LIF neuron is realized with a footprint of 6 F-2. Because of its gate terminal, neuron firing is selectively inhibited, which can improve the energy efficiency of the neuromorphic system by inducing sparse activity. Furthermore, the spiking property of the neuron can be controlled by the gate, which can provide additional room to enhance the classification accuracy.-
dc.languageEnglish-
dc.publisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC-
dc.titleMimicry of Excitatory and Inhibitory Artificial Neuron with Leaky Integrate-and-Fire Function by a Single MOSFET-
dc.typeArticle-
dc.identifier.wosid000510750200001-
dc.identifier.scopusid2-s2.0-85078881227-
dc.type.rimsART-
dc.citation.volume41-
dc.citation.issue2-
dc.citation.beginningpage208-
dc.citation.endingpage211-
dc.citation.publicationnameIEEE ELECTRON DEVICE LETTERS-
dc.identifier.doi10.1109/LED.2019.2958623-
dc.contributor.localauthorChoi, Yang-Kyu-
dc.contributor.nonIdAuthorKim, Wu-Kang-
dc.description.isOpenAccessN-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorLeaky integrate-and-fire (LIF) neuron-
dc.subject.keywordAuthorneuromorphic computing system-
dc.subject.keywordAuthorneuron inhibition-
dc.subject.keywordAuthorsingle transistor latch (STL)-
dc.subject.keywordAuthorSOI MOSFET-
dc.subject.keywordAuthorspiking neural network (SNN)-
dc.subject.keywordPlusBIRISTOR-
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