{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T15:57:54Z","timestamp":1776441474995,"version":"3.51.2"},"reference-count":77,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"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","award":["62306259"],"award-info":[{"award-number":["62306259"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Research Grants Council of the Hong Kong SAR","award":["C5052-23G"],"award-info":[{"award-number":["C5052-23G"]}]},{"name":"Research Grants Council of the Hong Kong SAR","award":["PolyU25216423"],"award-info":[{"award-number":["PolyU25216423"]}]},{"name":"Research Grants Council of the Hong Kong SAR","award":["PolyU15217424"],"award-info":[{"award-number":["PolyU15217424"]}]},{"name":"Research Grants Council of the Hong Kong SAR","award":["PolyU15218622"],"award-info":[{"award-number":["PolyU15218622"]}]},{"name":"Research Grants Council of the Hong Kong SAR","award":["PolyU15215623"],"award-info":[{"award-number":["PolyU15215623"]}]},{"name":"Research Grants Council of the Hong Kong SAR","award":["PolyU15229824"],"award-info":[{"award-number":["PolyU15229824"]}]},{"DOI":"10.13039\/501100004377","name":"Hong Kong Polytechnic University","doi-asserted-by":"publisher","award":["P0043563"],"award-info":[{"award-number":["P0043563"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004377","name":"Hong Kong Polytechnic University","doi-asserted-by":"publisher","award":["P0046094"],"award-info":[{"award-number":["P0046094"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004377","name":"Hong Kong Polytechnic University","doi-asserted-by":"publisher","award":["P0053699"],"award-info":[{"award-number":["P0053699"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004377","name":"Hong Kong Polytechnic University","doi-asserted-by":"publisher","award":["P0052694"],"award-info":[{"award-number":["P0052694"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004377","name":"Hong Kong Polytechnic University","doi-asserted-by":"publisher","award":["P0053758"],"award-info":[{"award-number":["P0053758"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1109\/tnnls.2025.3566021","type":"journal-article","created":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T13:33:32Z","timestamp":1747316012000},"page":"17350-17364","source":"Crossref","is-referenced-by-count":9,"title":["Toward Ultralow-Power Neuromorphic Speech Enhancement With Spiking-FullSubNet"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-4364-4556","authenticated-orcid":false,"given":"Xiang","family":"Hao","sequence":"first","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2065-7571","authenticated-orcid":false,"given":"Chenxiang","family":"Ma","sequence":"additional","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR, China"}]},{"given":"Qu","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0135-4188","authenticated-orcid":false,"given":"Jibin","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, the Department of Computing, and the Research Center of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6802-2463","authenticated-orcid":false,"given":"Kay Chen","family":"Tan","sequence":"additional","affiliation":[{"name":"Department of Data Science and Artificial Intelligence and the Research Center of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1121\/1.3023069"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2647702"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WASPAA.2013.6701894"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.2986896"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3007312"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1201\/9781420015836"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2291240"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2014.2364452"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-1864"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414177"},{"key":"ref11","article-title":"Fast FullSubNet: Accelerate full-band and sub-band fusion model for single-channel speech enhancement","author":"Hao","year":"2022","journal-title":"arXiv:2212.09019"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2537"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2023.3304482"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2022-468"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414852"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1677-2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3339211"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3114196"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3286121"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3146140"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3043415"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3241201"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3275769"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1090\/coll\/009"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2015.2474396"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2018.112130359"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1424-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1088\/2634-4386\/ace737"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511815706"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2022-153"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.820440"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1952.sp004764"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00266"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00397-w"},{"key":"ref35","first-page":"32160","article-title":"Glif: A unified gated leaky integrate-and-fire neuron for spiking neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Yao"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i15.29625"},{"key":"ref37","volume-title":"A Parallel Multi-Compartment Spiking Neuron for Multi-Scale Sequential Modeling","author":"Chen","year":"2024"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2019.2913512"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683634"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2024.3393718"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2180896"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7471661"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/1-4020-7769-6_4"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2003.1198721"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1201\/9781315372150"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.01.088"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.neuro.31.060407.125639"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489535"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00836"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3095724"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2022-107"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2388544"},{"key":"ref53","first-page":"795","article-title":"Long short-term memory and learning-to-learn in networks of spiking neurons","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Bellec"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00199"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3320288.3320304"},{"key":"ref56","first-page":"3566","article-title":"MetricGAN: Generative adversarial networks based black-box metric scores optimization for speech enhancement","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Fu"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.2987441"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2018.2842159"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1177\/23312165231209913"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2023.3237172"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref62","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-71305-2_1","volume-title":"Auditory Perception of Sound Sources","volume":"29","author":"Yost","year":"2007"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2015.2512042"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747055"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TSP52935.2021.9522648"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO54536.2021.9616267"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683855"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/5.58337"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00331"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2019.2931595"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414878"},{"key":"ref72","first-page":"1135","article-title":"Learning both weights and connections for efficient neural network","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"28","author":"Han"},{"key":"ref73","article-title":"Decoupled weight decay regularization","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Loshchilov"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican1292-108"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747230"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10448152"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1088\/2634-4386\/ad93f9"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5962385\/11151745\/11005502.pdf?arnumber=11005502","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T17:46:47Z","timestamp":1757353607000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11005502\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":77,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2025.3566021","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9]]}}}