{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T18:29:30Z","timestamp":1767983370764,"version":"3.49.0"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"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":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10095349","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T17:28:30Z","timestamp":1683307710000},"page":"1-5","source":"Crossref","is-referenced-by-count":13,"title":["Building Blocks for a Complex-Valued Transformer Architecture"],"prefix":"10.1109","author":[{"given":"Florian","family":"Eilers","sequence":"first","affiliation":[{"name":"University of M&#x00FC;nster,Faculty of Mathematics and Computer Science,M&#x00FC;nster,Germany"}]},{"given":"Xiaoyi","family":"Jiang","sequence":"additional","affiliation":[{"name":"University of M&#x00FC;nster,Faculty of Mathematics and Computer Science,M&#x00FC;nster,Germany"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1142\/5345"},{"key":"ref35","article-title":"On complex valued convolutional neural networks","author":"guberman","year":"2016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICONIP.2002.1202788"},{"key":"ref34","article-title":"Digital audio resampling home page","author":"smith","year":"2020"},{"key":"ref15","first-page":"1","article-title":"End-to-end recognition of similar space cone&#x2013;cylinder targets based on complex-valued coordinate attention networks","volume":"60","author":"zhang","year":"2021","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"ref14","article-title":"A survey of complex-valued neural networks","author":"bassey","year":"2021"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS40859.2019.8949892"},{"key":"ref31","article-title":"Conditional positional encodings for vision transformers","author":"chu","year":"2021"},{"key":"ref30","article-title":"Encoding word order in complex embeddings","author":"wang","year":"2020","journal-title":"ICLRE"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.1998.727520"},{"key":"ref33","article-title":"Learning features of music from scratch","author":"thickstun","year":"2017","journal-title":"ICLRE"},{"key":"ref10","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"NIPS"},{"key":"ref32","article-title":"Layer normalization","author":"ba","year":"2016"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00184"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.28733"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8297024"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9554303"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2537"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2183613"},{"key":"ref24","first-page":"200:1","article-title":"Transformers in vision: A survey","volume":"54","author":"khan","year":"2021","journal-title":"ACM Computing Surveys"},{"key":"ref23","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"dosovitskiy","year":"2021","journal-title":"ICLRE"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.aiopen.2022.10.001"},{"key":"ref25","article-title":"Music transformer: Generating music with long-term structure","author":"huang","year":"2019","journal-title":"ICLRE"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-20719-7"},{"key":"ref22","article-title":"An introductory survey on attention mechanisms in NLP problems","author":"hu","year":"2019","journal-title":"Intell"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2979670"},{"key":"ref28","article-title":"Signal transformer: Complex-valued attention and meta-learning for signal recognition","author":"dong","year":"2021"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3530811"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3054368"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6489"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01415"},{"key":"ref9","article-title":"Deep complex networks","author":"trabelsi","year":"2018","journal-title":"ICLRE"},{"key":"ref4","article-title":"Phase-aware speech enhancement with deep complex U-Net","author":"choi","year":"2018","journal-title":"ICLRE"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3004591"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00414"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054008"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Rhodes Island, Greece","start":{"date-parts":[[2023,6,4]]},"end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10095349.pdf?arnumber=10095349","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T19:07:13Z","timestamp":1700507233000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10095349\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10095349","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}