{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T17:07:31Z","timestamp":1725469651496},"publisher-location":"Berlin, Heidelberg","reference-count":7,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540386254"},{"type":"electronic","value":"9783540386278"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11840817_39","type":"book-chapter","created":{"date-parts":[[2006,8,31]],"date-time":"2006-08-31T14:11:56Z","timestamp":1157033516000},"page":"367-375","source":"Crossref","is-referenced-by-count":10,"title":["Merging Echo State and Feedforward Neural Networks for Time Series Forecasting"],"prefix":"10.1007","author":[{"given":"\u0160tefan","family":"Babinec","sequence":"first","affiliation":[]},{"given":"Ji\u0159\u00ed","family":"Posp\u00edchal","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"volume-title":"Neural networks - A comprehensive foundation","year":"1994","author":"S. Haykin","key":"39_CR1","unstructured":"Haykin, S.: Neural networks - A comprehensive foundation. Macmillan Publishing, Basingstoke (1994)"},{"key":"39_CR2","unstructured":"Jaeger, H.: The Echo State Approach to Analysing and Training Recurrent Neural Net-works. German National Research Center for Information Technology, GMD report 148 (2001)"},{"key":"39_CR3","unstructured":"Jaeger, H.: Short Term Memory in Echo State Networks. German National Research Center for Information Technology, GMD report 152 (2002)"},{"issue":"1","key":"39_CR4","first-page":"39","volume":"8","author":"T. Natschlager","year":"2002","unstructured":"Natschlager, T., Maass, W., Markram, H.: The liquid computer: A novel strategy for real-time computing on time series. Special Issue on Foundations of Information Processing of TELEMATIK\u00a08(1), 39\u201343 (2002)","journal-title":"Special Issue on Foundations of Information Processing of TELEMATIK"},{"key":"39_CR5","unstructured":"Babinec, S., Pospichal, J.: Optimization in Echo state neural networks by Metropolis algorithm. In: Matousek, R., Osmera, P. (eds.) Proceedings of the 10th International Conference on Soft Copmputing, Mendel 2004, pp. 155\u2013160. VUT Brno Publishing (2004)"},{"key":"39_CR6","unstructured":"Babinec, S., Pospichal, J.: Two approaches to optimize echo state neural networks. In: Matousek, R., Osmera, P. (eds.) Proceedings of the 11th International Conference on Soft Computing, Mendel 2005, pp. 39\u201344. VUT Brno Publishing (2005)"},{"key":"39_CR7","unstructured":"Goldenholz, D.: Liquid computig: A real effect. Technical report, Boston University Department of Biomedical Engineering (2002)"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2006"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11840817_39.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T03:16:04Z","timestamp":1619493364000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11840817_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540386254","9783540386278"],"references-count":7,"URL":"https:\/\/doi.org\/10.1007\/11840817_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}