Publication:

AIMC Modeling and Parameter Tuning for Layer-Wise Optimal Operating Point in DNN Inference

 
dc.contributor.authorDadras, Iman
dc.contributor.authorSarda, Giuseppe
dc.contributor.authorLaubeuf, Nathan
dc.contributor.authorBhattacharjee, Debjyoti
dc.contributor.authorMallik, Arindam
dc.contributor.imecauthorDadras, Iman
dc.contributor.imecauthorLaubeuf, Nathan
dc.contributor.imecauthorBhattacharjee, Debjyoti
dc.contributor.imecauthorMallik, Arindam
dc.contributor.imecauthorSarda, Giuseppe
dc.contributor.orcidimecLaubeuf, Nathan::0000-0002-1592-755X
dc.contributor.orcidimecMallik, Arindam::0000-0002-0742-9366
dc.contributor.orcidimecBhattacharjee, Debjyoti::0000-0001-6561-8934
dc.contributor.orcidimecSarda, Giuseppe::0000-0001-6231-3553
dc.date.accessioned2023-12-13T08:08:24Z
dc.date.available2023-09-03T17:38:46Z
dc.date.available2023-12-13T08:08:24Z
dc.date.embargo2023-08-15
dc.date.issued2023
dc.description.wosFundingTextThis work was supported in part by the European Research Council (ERC) under Grant 101088865; in part by the European Union's Horizon 2020 Research and Innovation Program under Grant 857263 and Grant 101070374; in part by the Flanders AI Research Program, Katholieke Universiteit (KU) Leuven, Estonian Research Council, under Grant 1084; and in part by the Estonian Centre of Excellence in ICT Research and Doctoral School of the European Institute of Innovation and Technology (EIT) Manufacturing, funded by the European Union (EU).
dc.identifier.doi10.1109/ACCESS.2023.3305432
dc.identifier.issn2169-3536
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/42447
dc.publisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
dc.source.beginpage87189
dc.source.endpage87199
dc.source.issuena
dc.source.journalIEEE ACCESS
dc.source.numberofpages11
dc.source.volume11
dc.subject.keywordsCNN
dc.title

AIMC Modeling and Parameter Tuning for Layer-Wise Optimal Operating Point in DNN Inference

dc.typeJournal article
dspace.entity.typePublication
Files

Original bundle

Name:
AIMC_Modeling_and_Parameter_Tuning_for_Layer-Wise_Optimal_Operating_Point_in_DNN_Inference (2).pdf
Size:
1.02 MB
Format:
Adobe Portable Document Format
Description:
Published version
Publication available in collections: