{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T04:13:45Z","timestamp":1746245625605,"version":"3.40.4"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319071725"},{"type":"electronic","value":"9783319071732"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-07173-2_15","type":"book-chapter","created":{"date-parts":[[2014,5,22]],"date-time":"2014-05-22T06:36:13Z","timestamp":1400740573000},"page":"155-165","source":"Crossref","is-referenced-by-count":0,"title":["Boundedness of Weight Elimination for BP Neural Networks"],"prefix":"10.1007","author":[{"given":"Jian","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jacek M.","family":"Zurada","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanjiang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jing","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guofang","family":"Xie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"15_CR1","unstructured":"Werbos, P.J.: Beyond regression: new tools for prediction and analysis in the behavioral sciences. Ph.D. thesis. Harvard University, Cambridge, MA (1974)"},{"key":"15_CR2","unstructured":"Parker, D.B.: Learning-logic, invention report. Stanford University, Stanford (1982)"},{"key":"15_CR3","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations by back-propagation errors. Nature\u00a0323, 533\u2013536 (1986)","journal-title":"Nature"},{"key":"15_CR4","doi-asserted-by":"crossref","unstructured":"Cherkassky, V., Mulier, F.M.: Learning from data: Concepts, Theory, and Methods. IEEE Press (2007)","DOI":"10.1002\/9780470140529"},{"key":"15_CR5","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1162\/neco.1995.7.2.219","volume":"7","author":"F. Girosi","year":"1995","unstructured":"Girosi, F., Jones, M., Poggio, T.: Regularization theory and neural networks architectures. Neural Computation\u00a07, 219\u2013269 (1995)","journal-title":"Neural Computation"},{"key":"15_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-79119-2_1","volume-title":"From Statistics to Neural Networks","author":"J. Friedman","year":"1994","unstructured":"Friedman, J.: An Overview of Predictive Learning and Function Approximation. In: From Statistics to Neural Networks, vol.\u00a0136, pp. 1\u201361. Springer, Heidelberg (1994)"},{"key":"15_CR7","doi-asserted-by":"crossref","unstructured":"Weigend, A.S., Rumelhart, D.E., Huberman, B.A.: Generalization by weight-elimination applied to currency exchange rate prediction. In: IJCNN 1991-Seattle International Joint Conference on Neural Networks, vol.\u00a01, pp. 837\u2013841 (1991)","DOI":"10.1109\/IJCNN.1991.170743"},{"key":"15_CR8","doi-asserted-by":"crossref","unstructured":"Bebis, G., Georgiopoulos, M., Kaspalris, T.: Coupling weight elimination and genetic algorithms. In: IEEE International Conference on Neural Networks, vol.\u00a02, pp. 1115\u20131120 (1996)","DOI":"10.1109\/ICNN.1996.549054"},{"key":"15_CR9","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1023\/A:1018945915940","volume":"78","author":"A. Gupta","year":"1998","unstructured":"Gupta, A., Lam, M.: The weight decay backpropagation for generalizations with missing values. Annals of Operations Research\u00a078, 165\u2013187 (1998)","journal-title":"Annals of Operations Research"},{"key":"15_CR10","doi-asserted-by":"publisher","first-page":"1314","DOI":"10.1109\/72.963768","volume":"12","author":"C.-S. Leung","year":"2001","unstructured":"Leung, C.-S., Tsoi, A.-C., Chan, L.-W.: Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks. IEEE Transactions on Neural Networks\u00a012, 1314\u20131332 (2001)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"15_CR11","doi-asserted-by":"publisher","first-page":"909","DOI":"10.1016\/S0893-6080(02)00064-3","volume":"15","author":"R.J. Kuo","year":"2002","unstructured":"Kuo, R.J., Wu, P., Wang, C.P.: An intelligent sales forecasting system through integration of artificial neural networks and fuzzy neural networks with fuzzy weight elimination. Neural Networks\u00a015, 909\u2013925 (2002)","journal-title":"Neural Networks"},{"key":"15_CR12","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1109\/TITB.2003.811881","volume":"7","author":"C.M. Ennett","year":"2003","unstructured":"Ennett, C.M., Frize, M.: Weight-elimination neural networks applied to coronary surgery mortality prediction. IEEE Transactions on Information Technology in Biomedicine\u00a07, 86\u201392 (2003)","journal-title":"IEEE Transactions on Information Technology in Biomedicine"},{"key":"15_CR13","first-page":"149","volume":"4","author":"P. May","year":"2013","unstructured":"May, P., Zhou, E., Lee, C.W.: A Comprehensive Evaluation of Weight Growth and Weight Elimination Methods Using the Tangent Plane Algorithm. International Journal of Advanced Computer Sciences and Applications\u00a04, 149\u2013156 (2013)","journal-title":"International Journal of Advanced Computer Sciences and Applications"},{"key":"15_CR14","doi-asserted-by":"publisher","first-page":"1050","DOI":"10.1109\/TNN.2009.2020848","volume":"20","author":"H. Zhang","year":"2009","unstructured":"Zhang, H., Wu, W., Liu, F., Yao, M.: Boundedness and Convergence of Online Gradient Method With Penalty for Feedforward Neural Networks. IEEE Transactions on Neural Networks\u00a020, 1050\u20131054 (2009)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"15_CR15","doi-asserted-by":"publisher","first-page":"765","DOI":"10.1016\/j.neucom.2010.10.005","volume":"74","author":"H. Shao","year":"2011","unstructured":"Shao, H., Zheng, G.: Boundedness and convergence of online gradient method with penalty and momentum. Neurocomputing\u00a074, 765\u2013770 (2011)","journal-title":"Neurocomputing"},{"key":"15_CR16","doi-asserted-by":"crossref","unstructured":"Wang, J., Wu, W., Zurada, J.M.: Boundedness and convergence of MPN for cyclic and almost cyclic learning with penalty. In: The 2011 International Joint Conference on Neural Networks (IJCNN), pp. 125\u2013132 (2011)","DOI":"10.1109\/IJCNN.2011.6033210"},{"key":"15_CR17","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.neunet.2012.04.013","volume":"33","author":"J. Wang","year":"2012","unstructured":"Wang, J., Wu, W., Zurada, J.M.: Computational properties and convergence analysis of BPNN for cyclic and almost cyclic learning with penalty. Neural Networks\u00a033, 127\u2013135 (2012)","journal-title":"Neural Networks"},{"key":"15_CR18","unstructured":"http:\/\/www.xieguofang.cn\/Maths\/Quartic\/Quartic_Xie_Method_of_Determining_Root_Configuration.htm"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Soft Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-07173-2_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T00:34:40Z","timestamp":1746232480000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-07173-2_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319071725","9783319071732"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-07173-2_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}