{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T23:34:50Z","timestamp":1773790490489,"version":"3.50.1"},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100014013","name":"UK Research and Innovation","doi-asserted-by":"publisher","award":["P\/S023283\/1"],"award-info":[{"award-number":["P\/S023283\/1"]}],"id":[{"id":"10.13039\/100014013","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3590490","type":"journal-article","created":{"date-parts":[[2025,7,18]],"date-time":"2025-07-18T17:46:32Z","timestamp":1752860792000},"page":"127614-127625","source":"Crossref","is-referenced-by-count":2,"title":["Comparison of Linear and Nonlinear Methods for Decoding Selective Attention to Speech From Ear-EEG Recordings"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2235-5879","authenticated-orcid":false,"given":"Mike D.","family":"Thornton","sequence":"first","affiliation":[{"name":"Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8432-3963","authenticated-orcid":false,"given":"Danilo P.","family":"Mandic","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, Imperial College London, London, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3367-3511","authenticated-orcid":false,"given":"Tobias","family":"Reichenbach","sequence":"additional","affiliation":[{"name":"Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tins.2018.01.008"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3109\/14992027.2013.769066"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1177\/1084713806289514"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1055\/s-2003-37907"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/9780470487068.ch9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3109\/14992027.2012.707335"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3766\/jaaa.15.5.3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1044\/1092-4388(2008\/037)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1097\/AUD.0000000000000053"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.heares.2017.11.011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2010.5626441"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2010.5596618"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bht355"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2021.3075932"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/13\/6\/066004"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aa66dd"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00531"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.06.029"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2014.00311"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-47795-0"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ace73f"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/ejn.13790"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ac7976"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/OJSP.2024.3378593"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-27332-2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.01.033"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ad867c"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2835778"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MPUL.2012.2216717"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/srep16743"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-39814-6"},{"key":"ref32","volume-title":"Biosignal sensing device using dynamic selection of electrodes","author":"Azemi","year":"2023"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2011.6091733"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-09979-8_6"},{"key":"ref35","volume-title":"A hearing aid adapted for detection brain waves and a method for adapting such a hearing aid","author":"Kidmose","year":"2015"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00730"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2022.869426"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10548-020-00793-2"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2022.997377"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-8986.2011.01314.x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN55064.2022.9892675"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9629886"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2016.2571900"},{"key":"ref44","volume-title":"Brian2hears: A Library for Auditory Modeling With Brian2","year":"2025"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-9568.2009.07055.x"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/047084535X"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2022.3228597"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1404.7828"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045167"},{"key":"ref50","first-page":"2488","article-title":"How does batch normalization help optimization","volume-title":"Proc. 32nd Int. Conf. Neural Inf. Process. Syst.","volume":"31","author":"Santurkar"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref52","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. 3rd Int. Conf. Learn. Represent.","author":"Kingma"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.heares.2022.108607"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.1936-19.2020"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2024-739"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aae0a6"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.heares.2023.108893"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab07fe"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.10.054"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2017.8123092"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ac2629"},{"key":"ref62","first-page":"460","article-title":"A state-space model for decoding auditory attentional modulation from MEG in a competing-speaker environment","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Akram"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00262"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2022.873201"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.5709\/acp-0387-6"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-07773-y"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-48126-2"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO63174.2024.10715360"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.3390\/a14100287"},{"key":"ref70","article-title":"A brain\u2013computer interface for improving auditory attention in multi-talker environments","author":"Haro","year":"2025","journal-title":"BioRxiv"},{"key":"ref71","article-title":"Modeling neural coding in the auditory brain with high resolution and accuracy","author":"Drakopoulos","year":"2024","journal-title":"BioRxiv"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11084763.pdf?arnumber=11084763","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,26]],"date-time":"2025-07-26T06:32:54Z","timestamp":1753511574000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11084763\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":71,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3590490","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}