{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:41:22Z","timestamp":1762368082443,"version":"build-2065373602"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"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":[[2025,8,31]]},"DOI":"10.1109\/mlsp62443.2025.11204282","type":"proceedings-article","created":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T17:15:52Z","timestamp":1761326152000},"page":"01-06","source":"Crossref","is-referenced-by-count":0,"title":["Assessing the Capabilities of Large Brainwave Foundation Models"],"prefix":"10.1109","author":[{"given":"Na","family":"Lee","sequence":"first","affiliation":[{"name":"Imperial College London,London,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stylianos","family":"Bakas","sequence":"additional","affiliation":[{"name":"Imperial College London,London,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Konstantinos","family":"Barmpas","sequence":"additional","affiliation":[{"name":"Imperial College London,London,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yannis","family":"Panagakis","sequence":"additional","affiliation":[{"name":"National and Kapodistrian University of Athens,Athens,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitrios","family":"Adamos","sequence":"additional","affiliation":[{"name":"Imperial College London,London,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolaos","family":"Laskaris","sequence":"additional","affiliation":[{"name":"Aristotle University of Thessaloniki,Thessaloniki,Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefanos","family":"Zafeiriou","sequence":"additional","affiliation":[{"name":"Imperial College London,London,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/s20185083"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.04.056"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00191"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/14\/1\/016003"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nrneurol.2016.113"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-04673-z"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/4\/2\/R03"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/9780262013086.001.0001","volume-title":"Brain signal analysis advances in neuroelectric and neuromagnetic methods","author":"Handy","year":"2009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tnsre.2006.875637"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aace8c"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2020.3048106"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2022.3230250"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/acf78a"},{"journal-title":"Team cogitat at neurips 2021: Benchmarks for eeg transfer learning competition","year":"2022","author":"Bakas","key":"ref14"},{"journal-title":"Large brain model for learning generic representations with tremendous eeg data in bci","year":"2024","author":"Jiang","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI56570.2024.10635453"},{"key":"ref17","article-title":"A causal perspective in brainwave foundation models","author":"Barmpas","year":"2024","journal-title":"Causality and Large Models @ NeurIPS"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ad3eb5"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/adb336"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17478-w"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1063\/1.3059791"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7318764"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/12\/3\/031001"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/s19050987"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab0ab5"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3265304"},{"key":"ref27","article-title":"A CAUSAL VIEWPOINT ON MOTOR-IMAGERY BRAINWAVE DECODING","volume-title":"ICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality","author":"Barmpas","year":"2022"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827072"},{"journal-title":"Supporting data for \u201ceeg dataset and openbmi toolbox for three bci paradigms: An investigation into bci illiteracy\u201d","year":"2019","author":"Hong-Kyung","key":"ref30"},{"journal-title":"\u201deeg, pupillometry, ecg and photoplethysmography, and behavioral data in the digit span task and rest\u201d","year":"2022","author":"Pavlov","key":"ref31"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/10.867928"}],"event":{"name":"2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)","start":{"date-parts":[[2025,8,31]]},"location":"Istanbul, Turkiye","end":{"date-parts":[[2025,9,3]]}},"container-title":["2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11204201\/11204202\/11204282.pdf?arnumber=11204282","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:37:10Z","timestamp":1762367830000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11204282\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,31]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/mlsp62443.2025.11204282","relation":{},"subject":[],"published":{"date-parts":[[2025,8,31]]}}}