{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T05:21:46Z","timestamp":1771478506435,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"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":[[2019,10]]},"DOI":"10.1109\/smc.2019.8914246","type":"proceedings-article","created":{"date-parts":[[2019,11,29]],"date-time":"2019-11-29T15:09:34Z","timestamp":1575040174000},"page":"1311-1316","source":"Crossref","is-referenced-by-count":79,"title":["Optimizing Layers Improves CNN Generalization and Transfer Learning for Imagined Speech Decoding from EEG"],"prefix":"10.1109","author":[{"given":"Ciaran","family":"Cooney","sequence":"first","affiliation":[]},{"given":"Raffaella","family":"Folli","sequence":"additional","affiliation":[]},{"given":"Damien","family":"Coyle","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2018-1625"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1031"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2019-3041"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.04.012"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2016.05.018"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aace8c"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref15","first-page":"2390","article-title":"Filter Bank Common Spatial Pattern (FBCSP) in brain-computer interface","author":"ang","year":"2008","journal-title":"Proc Int Jt Conf Neural Networks"},{"key":"ref16","volume":"1","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014067"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273592"},{"key":"ref28","first-page":"1391","article-title":"Fine-tuning Deep Convolutional Networks for Plant Recognition","author":"reyes","year":"2015","journal-title":"CLEF (Working Notes)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aa8235"},{"key":"ref27","first-page":"2825","article-title":"Scikit-learn: Machine Learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2009.05.008"},{"key":"ref6","first-page":"1097","article-title":"ImageNet Classification with Deep Convolutional Neural Networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639084"},{"key":"ref5","first-page":"201","article-title":"EEG-Based Discrimination of Imagined Speech Phonemes","volume":"13","author":"chi","year":"2011","journal-title":"Int J Bioelectromagn"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.11.031"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aae5d8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISSC.2018.8585291"},{"key":"ref9","article-title":"Classification of imagined spoken word-pairs using convolutional neural networks","author":"cooney","year":"2019","journal-title":"Proceedings 8th International Brain-Computer Interface Conference"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isci.2018.09.016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MVA.2015.7153145"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2017.00334"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IWW-BCI.2018.8311491"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2019.01.006"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2748388"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aac577"},{"key":"ref25","first-page":"1016002","article-title":"Open access database of EEG signals recorded during imagined speech","author":"pressel coretto","year":"2017","journal-title":"12th International Symposium on Medical Information Processing and Analysis"}],"event":{"name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","location":"Bari, Italy","start":{"date-parts":[[2019,10,6]]},"end":{"date-parts":[[2019,10,9]]}},"container-title":["2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8906183\/8913838\/08914246.pdf?arnumber=8914246","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T14:44:53Z","timestamp":1658155493000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8914246\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/smc.2019.8914246","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}