{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T14:18:58Z","timestamp":1785421138043,"version":"3.56.0"},"publisher-location":"New York, NY, USA","reference-count":50,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100006374","name":"Innovation and Technology Commission","doi-asserted-by":"publisher","award":["AI Chip Center for Emerging Smart Systems (ACCESS), sponsored by InnoHK funding, Hong Kong SAR"],"award-info":[{"award-number":["AI Chip Center for Emerging Smart Systems (ACCESS), sponsored by InnoHK funding, Hong Kong SAR"]}],"id":[{"id":"10.13039\/501100006374","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100006374","name":"Research Grants Council, University Grants Committee","doi-asserted-by":"publisher","award":["Research Impact Fund project R7003-21"],"award-info":[{"award-number":["Research Impact Fund project R7003-21"]}],"id":[{"id":"10.13039\/501100006374","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,4]]},"DOI":"10.1145\/3626202.3637558","type":"proceedings-article","created":{"date-parts":[[2024,4,2]],"date-time":"2024-04-02T18:04:51Z","timestamp":1712081091000},"page":"246-257","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["A Composable Dynamic Sparse Dataflow Architecture for Efficient Event-based Vision Processing on FPGA"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5673-3746","authenticated-orcid":false,"given":"Yizhao","family":"Gao","sequence":"first","affiliation":[{"name":"University of Hong Kong, Pokfulam, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1685-656X","authenticated-orcid":false,"given":"Baoheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Hong Kong, Pokfulam, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-4819-9251","authenticated-orcid":false,"given":"Yuhao","family":"Ding","sequence":"additional","affiliation":[{"name":"University of Hong Kong, Pokfulam, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6514-0237","authenticated-orcid":false,"given":"Hayden Kwok-Hay","family":"So","sequence":"additional","affiliation":[{"name":"University of Hong Kong, Pokfulam, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,4,2]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2852335"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.781"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2018.8351588"},{"key":"e_1_3_2_1_4_1","unstructured":"Ksenia Bestuzheva Mathieu Besancc on Wei-Kun Chen Antonia Chmiela Tim Donkiewicz Jasper van Doornmalen Leon Eifler Oliver Gaul Gerald Gamrath Ambros Gleixner Leona Gottwald Christoph Graczyk Katrin Halbig Alexander Hoen Christopher Hojny Rolf van der Hulst Thorsten Koch Marco L\u00fcbbecke Stephen J. Maher Frederic Matter Erik M\u00fchmer Benjamin M\u00fcller Marc E. Pfetsch Daniel Rehfeldt Steffan Schlein Franziska Schl\u00f6sser Felipe Serrano Yuji Shinano Boro Sofranac Mark Turner Stefan Vigerske Fabian Wegscheider Philipp Wellner Dieter Weninger and Jakob Witzig. 2021. The SCIP Optimization Suite 8.0. Technical Report. Optimization Online. http:\/\/www.optimization-online.org\/DB_HTML\/2021\/12\/8728.html"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00058"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376412"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/JETCAS.2019.2910232"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00319"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/VLSI-SoC53125.2021.9607013"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2018.112130359"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM57271.2023.00018"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.383"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3470496.3527395"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC19947.2020.9063149"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2304638"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3008413"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.25442\/hku.24784221.v1"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3490422.3502365"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3593587"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3575693.3575728"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00573"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3352460.3358291"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00961"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICECS.2011.6122221"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2574707"},{"key":"e_1_3_2_1_27_1","volume-title":"MNIST handwritten digit database. ATT Labs [Online]. Available: http:\/\/yann.lecun.com\/exdb\/mnist","author":"LeCun Yann","year":"2010","unstructured":"Yann LeCun, Corinna Cortes, and CJ Burges. 2010. MNIST handwritten digit database. ATT Labs [Online]. Available: http:\/\/yann.lecun.com\/exdb\/mnist , Vol. 2 (2010)."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3466752.3480084"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2015.7169172"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2941282"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477145.3477167"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2017.8050295"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3156653"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00212"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2017.8050403"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00568"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207109"},{"key":"e_1_3_2_1_38_1","volume-title":"Science","volume":"345","author":"Merolla Paul A","year":"2014","unstructured":"Paul A Merolla, John V Arthur, Rodrigo Alvarez-Icaza, Andrew S Cassidy, Jun Sawada, Filipp Akopyan, Bryan L Jackson, Nabil Imam, Chen Guo, Yutaka Nakamura, et al. 2014. A million spiking-neuron integrated circuit with a scalable communication network and interface. Science, Vol. 345, 6197 (2014), 668--673."},{"key":"e_1_3_2_1_39_1","volume-title":"Event-based Asynchronous Sparse Convolutional Networks. European Conference on Computer Vision. (ECCV). http:\/\/rpg.ifi.uzh.ch\/docs\/ECCV20_Messikommer.pdf","author":"Messikommer Nico","year":"2020","unstructured":"Nico Messikommer, Daniel Gehrig, Antonio Loquercio, and Davide Scaramuzza. 2020. Event-based Asynchronous Sparse Convolutional Networks. European Conference on Computer Vision. (ECCV). http:\/\/rpg.ifi.uzh.ch\/docs\/ECCV20_Messikommer.pdf"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9191148"},{"key":"e_1_3_2_1_41_1","volume-title":"Converting static image datasets to spiking neuromorphic datasets using saccades. Frontiers in neuroscience","author":"Orchard Garrick","year":"2015","unstructured":"Garrick Orchard, Ajinkya Jayawant, Gregory K Cohen, and Nitish Thakor. 2015. Converting static image datasets to spiking neuromorphic datasets using saccades. Frontiers in neuroscience , Vol. 9 (2015), 437."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080254"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00186"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00293"},{"key":"e_1_3_2_1_46_1","volume-title":"International conference on machine learning. PMLR, 6105--6114","author":"Tan Mingxing","year":"2019","unstructured":"Mingxing Tan and Quoc Le. 2019. Efficientnet: Rethinking model scaling for convolutional neural networks. In International conference on machine learning. PMLR, 6105--6114."},{"key":"e_1_3_2_1_47_1","volume-title":"International Conference on Machine Learning. PMLR, 11875--11886","author":"Yao Zhewei","year":"2021","unstructured":"Zhewei Yao, Zhen Dong, Zhangcheng Zheng, Amir Gholami, Jiali Yu, Eric Tan, Leyuan Wang, Qijing Huang, Yida Wang, Michael Mahoney, et al. 2021. Hawq-v3: Dyadic neural network quantization. In International Conference on Machine Learning. PMLR, 11875--11886."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00716"},{"key":"e_1_3_2_1_49_1","volume-title":"Deep learning for event-based vision: A comprehensive survey and benchmarks. arXiv preprint arXiv:2302.08890","author":"Zheng Xu","year":"2023","unstructured":"Xu Zheng, Yexin Liu, Yunfan Lu, Tongyan Hua, Tianbo Pan, Weiming Zhang, Dacheng Tao, and Lin Wang. 2023. Deep learning for event-based vision: A comprehensive survey and benchmarks. arXiv preprint arXiv:2302.08890 (2023)."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2018.00011"}],"event":{"name":"FPGA '24: The 2024 ACM\/SIGDA International Symposium on Field Programmable Gate Arrays","location":"Monterey CA USA","acronym":"FPGA '24","sponsor":["SIGDA ACM Special Interest Group on Design Automation"]},"container-title":["Proceedings of the 2024 ACM\/SIGDA International Symposium on Field Programmable Gate Arrays"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3626202.3637558","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3626202.3637558","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T22:03:37Z","timestamp":1755900217000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3626202.3637558"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4]]},"references-count":50,"alternative-id":["10.1145\/3626202.3637558","10.1145\/3626202"],"URL":"https:\/\/doi.org\/10.1145\/3626202.3637558","relation":{},"subject":[],"published":{"date-parts":[[2024,4]]},"assertion":[{"value":"2024-04-02","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}