DC Field | Value | Language |
---|---|---|
dc.contributor.author | Koh, Sunwha | ko |
dc.contributor.author | Jung, Younggwang | ko |
dc.contributor.author | Hyun, Daijoon | ko |
dc.contributor.author | Shin, Youngsoo | ko |
dc.date.accessioned | 2021-11-02T06:48:06Z | - |
dc.date.available | 2021-11-02T06:48:06Z | - |
dc.date.created | 2021-10-26 | - |
dc.date.issued | 2021-05 | - |
dc.identifier.citation | IEEE International Symposium on Circuits and Systems (IEEE ISCAS) | - |
dc.identifier.issn | 0271-4302 | - |
dc.identifier.uri | http://hdl.handle.net/10203/288562 | - |
dc.description.abstract | Circuits that are placed with very low (or high) aspect ratio are susceptible to routing overflows. Such designs are difficult to close and usually end up with larger area with low area utilization. We observe that non-uniform setting of utilization target greatly helps in these designs, specifically low utilization in the center and gradually higher utilization toward the ends. We introduce a convolutional neural network (CNN) model to predict the setting of utilization target values. Experiments indicate that routing congestion overflows are reduced by 29% on average of test designs with 40% reduction in wirelength. | - |
dc.language | English | - |
dc.publisher | IEEE | - |
dc.title | Routability Optimization for Extreme Aspect Ratio Design Using Convolutional Neural Network | - |
dc.type | Conference | - |
dc.identifier.wosid | 000696765400051 | - |
dc.identifier.scopusid | 2-s2.0-85109043804 | - |
dc.type.rims | CONF | - |
dc.citation.publicationname | IEEE International Symposium on Circuits and Systems (IEEE ISCAS) | - |
dc.identifier.conferencecountry | KO | - |
dc.identifier.conferencelocation | Daegu | - |
dc.identifier.doi | 10.1109/ISCAS51556.2021.9401104 | - |
dc.contributor.localauthor | Shin, Youngsoo | - |
dc.contributor.nonIdAuthor | Koh, Sunwha | - |
dc.contributor.nonIdAuthor | Jung, Younggwang | - |
dc.contributor.nonIdAuthor | Hyun, Daijoon | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.