{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T20:03:24Z","timestamp":1775505804840,"version":"3.50.1"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100007880","name":"Johns Hopkins University Applied Physics Laboratory for Internal Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007880","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/ijcnn55064.2022.9892248","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T19:56:04Z","timestamp":1664567764000},"page":"01-08","source":"Crossref","is-referenced-by-count":3,"title":["Investigating Echo State Network Performance with Biologically-Inspired Hierarchical Network Structure"],"prefix":"10.1109","author":[{"given":"Sean L.","family":"McDaniel","sequence":"first","affiliation":[{"name":"Johns Hopkins University Applied Physics Laboratory,Research and Exploratory Development Department,Laurel,MD,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marisel","family":"Villafane-Delgado","sequence":"additional","affiliation":[{"name":"Johns Hopkins University Applied Physics Laboratory,Research and Exploratory Development Department,Laurel,MD,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erik C.","family":"Johnson","sequence":"additional","affiliation":[{"name":"Johns Hopkins University Applied Physics Laboratory,Research and Exploratory Development Department,Laurel,MD,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","article-title":"A connectome of the adult drosophila central brain","author":"xu","year":"2020","journal-title":"BioRxiv"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2007.04.003"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2009.03.021"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.05.041"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.neunet.2012.07.005","article-title":"Re-visiting the echo state property","volume":"35","author":"izzet","year":"2012","journal-title":"Neural Networks"},{"key":"ref10","first-page":"609","article-title":"Adaptive nonlinear system identification with echo state networks","volume":"15","author":"jaeger","year":"2002","journal-title":"Advances in neural information processing systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2015.06.054"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.01.002"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s41109-019-0232-2"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-32-9050-1_61"},{"key":"ref15","article-title":"Hierarchical deep learning of multiscale differential equation time-steppers","author":"liu","year":"2020","journal-title":"ArXiv Preprint"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1007\/978-3-642-35289-8_36","article-title":"A practical guide to applying echo state networks","author":"luko\u0161evi?ius","year":"2012","journal-title":"Neural Networks Tricks of the Trade"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2016.2634322"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1126\/science.267326","article-title":"Oscillation and chaos in physiological control systems","volume":"197","author":"mackey","year":"1977","journal-title":"Science"},{"key":"ref19","article-title":"Circuit motifs and graph properties of connectome development in c. elegans","author":"jordan","year":"2021","journal-title":"biolixiy"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00376-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-clinpsy-040510-143934"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2020.01.008"},{"key":"ref3","first-page":"7641","article-title":"Dynamic reconfiguration of human brain networks during learning","volume":"108","author":"danielle","year":"0","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"key":"ref29","article-title":"Multiscale and multimodal reconstruction of cortical structure and function","author":"nicholas","year":"2020","journal-title":"BioRxiv"},{"key":"ref5","first-page":"778","article-title":"Predictive modeling with echo state networks","author":"?er?ansk\u00fd","year":"0","journal-title":"International Conference on Artificial Neural Networks"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30493-5_6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-31202-1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1177\/1073858416667720"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.07.011"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2012.0375"},{"key":"ref20","first-page":"1","article-title":"Dotmotif: An open-source tool for connectome subgraph isomorphism search and graph queries","volume":"11","author":"jordan","year":"2021","journal-title":"Scientific Reports"},{"key":"ref22","first-page":"1","article-title":"A three-dimensional thalamocortical dataset for characterizing brain heterogeneity","volume":"7","author":"judy","year":"2020","journal-title":"Scientific Data"},{"key":"ref21","first-page":"8026","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume":"32","author":"paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/0092-8240(96)87669-5"},{"key":"ref23","author":"schaetti","year":"2018","journal-title":"Echotorch Reservoir computing with pytorch"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1111\/j.1749-6632.2010.05888.x"},{"key":"ref25","article-title":"A connectomic study of a petascale fragment of human cerebral cortex","author":"shapson-coe","year":"2021","journal-title":"bioRxiy"}],"event":{"name":"2022 International Joint Conference on Neural Networks (IJCNN)","location":"Padua, Italy","start":{"date-parts":[[2022,7,18]]},"end":{"date-parts":[[2022,7,23]]}},"container-title":["2022 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9891857\/9889787\/09892248.pdf?arnumber=9892248","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T22:57:32Z","timestamp":1667516252000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9892248\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/ijcnn55064.2022.9892248","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}