Publication:
Delta Activation Layer exploits temporal sparsity for efficient embedded video processing
| dc.contributor.author | Yousefzadeh, Amirreza | |
| dc.contributor.author | Sifalakis, Manolis | |
| dc.contributor.imecauthor | Yousefzadeh, Amirreza | |
| dc.contributor.imecauthor | Sifalakis, Manolis | |
| dc.contributor.orcidimec | Yousefzadeh, Amirreza::0000-0002-2967-5090 | |
| dc.contributor.orcidimec | Sifalakis, Manolis::0000-0002-0949-2094 | |
| dc.date.accessioned | 2023-04-28T07:39:29Z | |
| dc.date.available | 2023-01-07T03:16:17Z | |
| dc.date.available | 2023-04-28T07:39:29Z | |
| dc.date.issued | 2022 | |
| dc.description.wosFundingText | This work is partially funded by research and innovation projects TEMPO (ECSEL JU under grant agreement No 826655), ANDANTE (ECSEL JU under grant agreement No 876925) and DAIS (KDT JU under grant agreement No 101007273), SunRISE (EUREKA cluster PENTA2018e-17004-SunRISE) and Comp4Drones (ECSEL JU grant agreement No. 826610). The JU receives support from the European Union's Horizon 2020 research and innovation programme and Sweden, Spain, Portugal, Belgium, Germany, Slovenia, Czech Republic, Netherlands, Denmark, Norway and Turkey. | |
| dc.identifier.doi | 10.1109/IJCNN55064.2022.9892578 | |
| dc.identifier.eisbn | 978-1-7281-8671-9 | |
| dc.identifier.issn | 2161-4393 | |
| dc.identifier.uri | https://imec-publications.be/handle/20.500.12860/40940 | |
| dc.publisher | IEEE | |
| dc.source.conference | IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC) | |
| dc.source.conferencedate | JUL 18-23, 2022 | |
| dc.source.conferencelocation | Padua | |
| dc.source.journal | na | |
| dc.source.numberofpages | 10 | |
| dc.subject.keywords | DEEP NEURAL-NETWORKS | |
| dc.title | Delta Activation Layer exploits temporal sparsity for efficient embedded video processing | |
| dc.type | Proceedings paper | |
| dspace.entity.type | Publication | |
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