{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T14:06:29Z","timestamp":1725804389472},"reference-count":37,"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"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/ijcnn55064.2022.9892199","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T15:56:04Z","timestamp":1664553364000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Analyzing Echo-state Networks Using Fractal Dimension"],"prefix":"10.1109","author":[{"given":"Norbert Michael","family":"Mayer","sequence":"first","affiliation":[{"name":"Advanced Institute of Manufacturing with High-tech Innovations, National Chung Cheng University,Department of Electrical Engineering,Taiwan"}]},{"given":"Oliver","family":"Obst","sequence":"additional","affiliation":[{"name":"Centre for Research in Mathematics and Data Science, Western Sydney University,New South Wales,Australia"}]}],"member":"263","reference":[{"key":"ref33","article-title":"Enlarging context with low cost: Efficient arithmetic coding with trimmed convolution","author":"li","year":"2018","journal-title":"ArXiv Preprint"},{"key":"ref32","first-page":"107","article-title":"Efficient trimmed convolutional arithmetic encoding for lossless image compression","author":"li","year":"2018","journal-title":"ArXiv Preprint"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S0923-5965(99)00047-8"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1997.647376"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00730"},{"key":"ref36","article-title":"Reservoir computing for sensory prediction and classification in adaptive agents","author":"weber","year":"2008","journal-title":"Machine Learning Research Progress Nova publishers Hauppauge NY USA"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/e19010003"},{"key":"ref34","article-title":"Studies on reservoir initialization and dynamics shaping in echo state networks","author":"boedecker","year":"2009","journal-title":"ESANN"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/11840817_69"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767591"},{"journal-title":"Chaos and Fractals New Frontiers of Science","year":"2006","author":"peitgen","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/83.730389"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/0043-1648(86)90257-7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/21.259692"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1117\/1.1585061"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(02)00261-1"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.2330"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2005.1556090"},{"journal-title":"Fractals Everywhere","year":"2014","author":"barnsley","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.92.148102"},{"key":"ref27","article-title":"Arithmetic encoding, reservoir computing, criticality and biological implications","author":"mayer","year":"0","journal-title":"Bernstein Conference Gottingen"},{"key":"ref3","article-title":"Tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the &#x201C;echo state network&#x201D; approach","author":"jaeger","year":"2002","journal-title":"GMD report 159 German National Research Center for Information Technology"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s12064-011-0146-8"},{"key":"ref29","article-title":"FractaINet: Ultra-deep neural networks without residuals","author":"larsson","year":"2017","journal-title":"ICLRE"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-017-9466-4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.872357"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.07.005"},{"key":"ref2","article-title":"Short term memory in echo state networks","author":"jaeger","year":"2002","journal-title":"GMD Report 152 German National Research Center for Information Technology"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-27835-1_4"},{"key":"ref1","article-title":"The &#x201C;echo state&#x201D; approach to analysing and training recurrent neural networks - with an erratum note","author":"jaeger","year":"2001","journal-title":"GMD Report 148 German National Research Center for Information Technology"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2007.04.014"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICNSC.2010.5461516"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2007.04.011"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-17534-3_24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1004.2009.00731"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1147\/rd.232.0149"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.11.021"}],"event":{"name":"2022 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2022,7,18]]},"location":"Padua, Italy","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\/09892199.pdf?arnumber=9892199","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T18:58:13Z","timestamp":1667501893000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9892199\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/ijcnn55064.2022.9892199","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}