DC Field | Value | Language |
---|---|---|
dc.contributor.author | KWAK, MYOUNG HOON | - |
dc.contributor.author | Park, Jaesung | - |
dc.contributor.author | Woo, Jiyong | - |
dc.contributor.author | Hwang, Hyunsang | - |
dc.date.accessioned | 2019-04-07T15:57:17Z | - |
dc.date.available | 2019-04-07T15:57:17Z | - |
dc.date.created | 2018-10-10 | - |
dc.date.issued | 2018-10 | - |
dc.identifier.issn | 0018-9383 | - |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/95533 | - |
dc.description.abstract | We implemented a convolution operation in a convolutional neural network by introducing a 3-D integrated TiOx-based resistive switching device (RSD) array to act as the kernel. The 3-D integrated TiOx-based RSD exhibits a gradual SET/RESET behavior, which enables multilevel characteristics. A pair of layers in the 3-D structured array is used to achieve the positive and negative weights. Based on these results, we demonstrated the 3 x 3 Laplace kernel for edge detection using images from the Columbia Object Image Library data set in a simulator to validate the convolution operation. | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON ELECTRON DEVICES | - |
dc.title | Implementation of Convolutional Kernel Function Using 3-D TiOx Resistive Switching Devices for Image Processing | - |
dc.type | Article | - |
dc.identifier.doi | 10.1109/TED.2018.2862139 | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON ELECTRON DEVICES, v.65, no.10, pp.4716 - 4718 | - |
dc.identifier.wosid | 000445239700095 | - |
dc.citation.endPage | 4718 | - |
dc.citation.number | 10 | - |
dc.citation.startPage | 4716 | - |
dc.citation.title | IEEE TRANSACTIONS ON ELECTRON DEVICES | - |
dc.citation.volume | 65 | - |
dc.contributor.affiliatedAuthor | KWAK, MYOUNG HOON | - |
dc.contributor.affiliatedAuthor | Park, Jaesung | - |
dc.contributor.affiliatedAuthor | Woo, Jiyong | - |
dc.contributor.affiliatedAuthor | Hwang, Hyunsang | - |
dc.identifier.scopusid | 2-s2.0-85051660706 | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.type.docType | Article | - |
dc.subject.keywordAuthor | 3-D integrated array | - |
dc.subject.keywordAuthor | kernel | - |
dc.subject.keywordAuthor | multilevel | - |
dc.subject.keywordAuthor | resistive switching device (RSD) | - |
dc.subject.keywordAuthor | TiOx | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.relation.journalWebOfScienceCategory | Physics, Applied | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Physics | - |
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