{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T05:10:03Z","timestamp":1748322603771,"version":"3.41.0"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,1,9]],"date-time":"2025-01-09T00:00:00Z","timestamp":1736380800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,9]],"date-time":"2025-01-09T00:00:00Z","timestamp":1736380800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,1,9]]},"DOI":"10.1109\/ipas63548.2025.10924503","type":"proceedings-article","created":{"date-parts":[[2025,3,22]],"date-time":"2025-03-22T00:29:13Z","timestamp":1742603353000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["A Review On Fusion Of Spiking Neural Networks And Transformers"],"prefix":"10.1109","author":[{"given":"Oumaima","family":"Marsi","sequence":"first","affiliation":[{"name":"Univ. Gustave Eiffel, COSYS, LEOST,IMT Nord Europe, Institut Mines-Télécom,Lille,France,F-59000"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S\u00e9bastien","family":"Ambellouis","sequence":"additional","affiliation":[{"name":"Univ. Gustave Eiffel, COSYS, LEOST,Lille,France,F-59000"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9","family":"Mennesson","sequence":"additional","affiliation":[{"name":"Univ. Lille, Centre for Digital Systems,IMT Nord Europe, Institut Mines-Télécom,Lille,France,F-59000"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cyril","family":"Meurie","sequence":"additional","affiliation":[{"name":"Univ. Gustave Eiffel, COSYS, LEOST,Lille,France,F-59000"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anthony","family":"Fleury","sequence":"additional","affiliation":[{"name":"Univ. Lille, Centre for Digital Systems,IMT Nord Europe, Institut Mines-Télécom,Lille,France,F-59000"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Charles","family":"Tatkeu","sequence":"additional","affiliation":[{"name":"Univ. Gustave Eiffel, COSYS, LEOST,Lille,France,F-59000"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"volume-title":"Deep learning","year":"2016","author":"Goodfellow","key":"ref1"},{"key":"ref2","article-title":"Yolov4: Optimal speed and accuracy of object detection","author":"Bochkovskiy","year":"2020","journal-title":"preprint arXiv:2004.10934"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.781"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1677-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2021.3073846"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2015.00099"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2801476"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0788-3"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref11","article-title":"Relating transformers to models and neural representations of the hippocampal formation","author":"Whittington","year":"2021","journal-title":"preprint arXiv:2112.04035"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_13"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00060"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00331"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-7430-2_12"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207075"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2016.00508"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.12.002"},{"key":"ref19","first-page":"21056","article-title":"Deep residual learning in spiking neural networks","volume":"34","author":"Fang","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2019.2931595"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3152247"},{"key":"ref23","article-title":"cosformer: Rethinking softmax in attention","author":"Qin","year":"2022","journal-title":"preprint arXiv:2202.08791"},{"key":"ref24","first-page":"13937","article-title":"Dynamicvit: Efficient vision transformers with dynamic token sparsification","volume":"34","author":"Rao","year":"2021","journal-title":"Adv. Neural Inf. Process. Syst"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00009"},{"key":"ref26","article-title":"Spikformer: When spiking neural network meets transformer","author":"Zhou","year":"2022","journal-title":"preprint arXiv:2209.15425"},{"key":"ref27","article-title":"Training full spike neural networks via auxiliary accumulation pathway","author":"Chen","year":"2023","journal-title":"preprint arXiv:2301.11929"},{"key":"ref28","article-title":"Spikingformer: Spike-driven residual learning for transformer-based spiking neural network","author":"Zhou","year":"2023","journal-title":"preprint arXiv:2304.11954"},{"key":"ref29","article-title":"Spike-driven transformer","volume":"36","author":"Yao","year":"2024","journal-title":"Adv. Neural Inf. Process. Syst"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00536"},{"volume-title":"Learning multiple layers of features from tiny images","year":"2009","author":"Alex","key":"ref31"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2017.00309"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.97"}],"event":{"name":"2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS)","start":{"date-parts":[[2025,1,9]]},"location":"Lyon, France","end":{"date-parts":[[2025,1,11]]}},"container-title":["2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10924471\/10924472\/10924503.pdf?arnumber=10924503","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T04:31:53Z","timestamp":1748320313000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10924503\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1,9]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/ipas63548.2025.10924503","relation":{},"subject":[],"published":{"date-parts":[[2025,1,9]]}}}