{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T11:49:03Z","timestamp":1782992943976,"version":"3.54.5"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,25]],"date-time":"2025-05-25T00:00:00Z","timestamp":1748131200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,25]],"date-time":"2025-05-25T00:00:00Z","timestamp":1748131200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012492","name":"Youth Innovation Promotion Association","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012492","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,25]]},"DOI":"10.1109\/iscas56072.2025.11043956","type":"proceedings-article","created":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T17:42:19Z","timestamp":1751046139000},"page":"1-5","source":"Crossref","is-referenced-by-count":8,"title":["UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA"],"prefix":"10.1109","author":[{"given":"Jiale","family":"Dong","sequence":"first","affiliation":[{"name":"University of Science and Technology of China,Hefei,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenqi","family":"Lou","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China,Hefei,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhendong","family":"Zheng","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China,Hefei,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunji","family":"Qin","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China,Hefei,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Gong","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China,Hefei,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chao","family":"Wang","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China,Hefei,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuehai","family":"Zhou","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China,Hefei,China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01174"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00550"},{"key":"ref4","first-page":"8583","article-title":"Scaling vision with sparse mixture of experts","volume":"34","author":"Riquelme","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20858"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01591"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ASP-DAC58780.2024.10473931"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3649329.3655951"},{"key":"ref10","first-page":"28441","article-title":"M3vit: Mixture-of-experts vision transformer for efficient multi-task learning with model-accelerator \u0441\u043e-design","volume":"35","author":"Fan","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA56546.2023.10071047"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3549937"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3649476.3658810"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01386"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD57390.2023.10323651"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3110413"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3575693.3575747"},{"key":"ref18","first-page":"1","article-title":"Dnnexplorer: a framework for modeling and exploring a novel paradigm of fpga-based dnn accelerator","volume-title":"Proceedings of the 39th International Conference on Computer-Aided Design","author":"Zhang"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA59077.2024.00078"},{"key":"ref20","first-page":"9895","article-title":"Sparse is enough in scaling transformers","volume":"34","author":"Jaszczur","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3431920.3439289"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3289602.3293915"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.23919\/DATE56975.2023.10137094"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00058"},{"key":"ref25","article-title":"Wp486: Deep learning with int8 optimization on xilinx devices","year":"2017","journal-title":"White Paper"}],"event":{"name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","location":"London, United Kingdom","start":{"date-parts":[[2025,5,25]]},"end":{"date-parts":[[2025,5,28]]}},"container-title":["2025 IEEE International Symposium on Circuits and Systems (ISCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11043142\/11042930\/11043956.pdf?arnumber=11043956","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T06:55:56Z","timestamp":1751093756000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11043956\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,25]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/iscas56072.2025.11043956","relation":{},"subject":[],"published":{"date-parts":[[2025,5,25]]}}}