{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:13:33Z","timestamp":1763190813453,"version":"3.45.0"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"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":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11227779","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models"],"prefix":"10.1109","author":[{"given":"Guilherme Vieira","family":"Neto","sequence":"first","affiliation":[{"name":"Universidade Estadual de Campinas (UNICAMP),Department of Applied Mathematics,Campinas,Brazil"}]},{"given":"Marcos Eduardo","family":"Valle","sequence":"additional","affiliation":[{"name":"Universidade Estadual de Campinas (UNICAMP),Department of Applied Mathematics,Campinas,Brazil"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2842646"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084827"},{"key":"ref4","article-title":"Deep residual learning for image recognition","volume-title":"CoRR","volume":"abs\/1512.03385","author":"He","year":"2015"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2019.2913372"},{"key":"ref6","first-page":"6105","article-title":"EfficientNet: Rethinking model scaling for convolutional neural networks","volume-title":"Proceedings of the 36th International Conference on Machine Learning","volume":"97","author":"Tan"},{"key":"ref7","first-page":"10 096","article-title":"Efficientnetv2: Smaller models and faster training","volume-title":"Proceedings of the 38th International Conference on Machine Learning","volume":"139","author":"Tan"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2933882"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2024.3401621"},{"article-title":"Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1\/n Parameters","year":"2021","author":"Zhang","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3226772"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2024.3401622"},{"key":"ref13","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-20353-4","volume-title":"Complex-Valued Neural Networks with Multi-Valued Neurons","volume":"353","author":"Aizenberg","year":"2011"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27632-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09752-1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2024.3384179"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-024-10216-1"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3291702"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP55844.2023.10285888"},{"volume-title":"An Introduction to Nonassociative Algebras.","year":"1961","author":"Schafer","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-3650-4"},{"volume-title":"The Mathematics of Minkowski Space-Time.","year":"2008","author":"Catoni","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-21689-3_45"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106632"},{"volume-title":"Hands\u2013On Machine Learning with Scikit\u2013Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems","year":"2019","author":"G\u00e9ron","key":"ref25"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref27","article-title":"EfficientNet-EdgeTPU: Creating Accelerator-Optimized Neural Networks with AutoML"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-34031-4_7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2021.3054390"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2024.101504"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.array.2025.100397"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-97297-5"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-79029-4_28"},{"article-title":"Novel computational workflows for natural and biomedical image processing based on hypercomplex algebras","year":"2025","author":"Valous","key":"ref34"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN55064.2022.9892036"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2011.6115881"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICBSII61384.2024.10564063"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3289219"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CIVEMSA53371.2022.9853691"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10015-021-00687-x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CIVEMSA52099.2021.9493677"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11227779.pdf?arnumber=11227779","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:11:11Z","timestamp":1763190671000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11227779\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11227779","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}