{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T19:22:18Z","timestamp":1760296938697},"reference-count":48,"publisher":"Elsevier BV","issue":"1","license":[{"start":{"date-parts":[[1994,1,1]],"date-time":"1994-01-01T00:00:00Z","timestamp":757382400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Networks"],"published-print":{"date-parts":[[1994,1]]},"DOI":"10.1016\/0893-6080(94)90061-2","type":"journal-article","created":{"date-parts":[[2003,4,25]],"date-time":"2003-04-25T03:25:55Z","timestamp":1051241155000},"page":"129-140","source":"Crossref","is-referenced-by-count":43,"title":["Dynamic node architecture learning: An information theoretic approach"],"prefix":"10.1016","volume":"7","author":[{"given":"Eric B.","family":"Bartlett","sequence":"first","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/0893-6080(94)90061-2_BIB1","first-page":"623","article-title":"Dynamic node creation in backpropagation networks","volume":"2","author":"Ash","year":"1989"},{"key":"10.1016\/0893-6080(94)90061-2_BIB2","article-title":"Nuclear power plant status diagnostics using simulated condensation: an auto-adaptive computer learning technique","author":"Bartlett","year":"1990"},{"key":"10.1016\/0893-6080(94)90061-2_BIB3","series-title":"Proceedings of the 2nd government neural network applications workshop","article-title":"Chaotic time series prediction using artificial neural networks","author":"Bartlett","year":"1991"},{"issue":"5","key":"10.1016\/0893-6080(94)90061-2_BIB4","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1016\/0960-0779(91)90013-Y","article-title":"Analysis of chaotic population dynamics using artificial neural networks","volume":"2","author":"Bartlett","year":"1992","journal-title":"Chaos, Solutions and Fractals: Applications in Science and Engineering"},{"key":"10.1016\/0893-6080(94)90061-2_BIB5","series-title":"Intelligent engineering systems through artificial neural networks","first-page":"101","article-title":"A dynamic node architecture scheme for backpropagation neural networks","author":"Bartlett","year":"1991"},{"key":"10.1016\/0893-6080(94)90061-2_BIB6","series-title":"Proceedings of the American Nuclear Society meeting on frontiers in innovative computing for the nuclear industry","first-page":"644","article-title":"Nuclear power plant status diagnostics using artificial neural networks","author":"Bartlett","year":"1991"},{"key":"10.1016\/0893-6080(94)90061-2_BIB7","first-page":"A","article-title":"A self-optimizing stochastic dynamic node learning algorithm for layered neural networks","volume":"2","author":"Bartlett","year":"1991"},{"key":"10.1016\/0893-6080(94)90061-2_BIB8","doi-asserted-by":"crossref","first-page":"272","DOI":"10.13182\/NT92-A34635","article-title":"Nuclear power plant status diagnostics using an artificial neural network","volume":"97","author":"Bartlett","year":"1992","journal-title":"Nuclear Technology"},{"key":"10.1016\/0893-6080(94)90061-2_BIB9","series-title":"Proceedings of WNN-AIND-92","first-page":"79","article-title":"A self-optimizing stochastic dynamic node learning algorithm for layered neural networks","author":"Bartlett","year":"1992"},{"issue":"2","key":"10.1016\/0893-6080(94)90061-2_BIB10","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/S0893-6080(05)80030-9","article-title":"General asymmetric neural networks and structure design by genetic algorithms","volume":"5","author":"Bornholt","year":"1992","journal-title":"Neural Networks"},{"issue":"4","key":"10.1016\/0893-6080(94)90061-2_BIB11","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1109\/72.80265","article-title":"The Stone-Weierstrass theorem and its application to neural networks","volume":"1","author":"Cotter","year":"1990","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/0893-6080(94)90061-2_BIB12","series-title":"An introduction to chaotic dynamical systems","author":"Devaney","year":"1987"},{"issue":"2","key":"10.1016\/0893-6080(94)90061-2_BIB13","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1016\/S0893-6080(05)80026-7","article-title":"Learning coefficient dependence on training set size","volume":"5","author":"Eaton","year":"1992","journal-title":"Neural Networks"},{"issue":"2","key":"10.1016\/0893-6080(94)90061-2_BIB14","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/0893-6080(90)90089-4","article-title":"A connectionist learning algorithm with provable generalization and scaling bounds","volume":"3","author":"Gallant","year":"1990","journal-title":"Neural Networks"},{"key":"10.1016\/0893-6080(94)90061-2_BIB15","first-page":"11","article-title":"Kolmogorov's mapping neural network existence theorem","volume":"2","author":"Hecht-Nielsen","year":"1987"},{"key":"10.1016\/0893-6080(94)90061-2_BIB16","first-page":"593","article-title":"Theory of the backpropagation neural network","volume":"1","author":"Hecht-Nielsen","year":"1989"},{"key":"10.1016\/0893-6080(94)90061-2_BIB17","series-title":"Neurocomputing","author":"Hecht-Nielsen","year":"1990"},{"key":"10.1016\/0893-6080(94)90061-2_BIB18","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/0893-6080(91)90032-Z","article-title":"Back-propagation algorithm which varies the number of hidden units","volume":"4","author":"Hirose","year":"1991","journal-title":"Neural Networks"},{"key":"10.1016\/0893-6080(94)90061-2_BIB19","series-title":"Information theory for systems engineers","author":"Hyvarinen","year":"1970"},{"key":"10.1016\/0893-6080(94)90061-2_BIB20","first-page":"626","article-title":"A structural learning algorithm with forgetting of link weights","volume":"2","author":"Ishikawa","year":"1989"},{"key":"10.1016\/0893-6080(94)90061-2_BIB21","series-title":"Neural network design and the complexity of learning","author":"Judd","year":"1990"},{"issue":"2","key":"10.1016\/0893-6080(94)90061-2_BIB22","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1109\/72.80236","article-title":"A simple procedure for pruning back propagation trained neural networks","volume":"1","author":"Karnin","year":"1990","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/0893-6080(94)90061-2_BIB23","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1126\/science.220.4598.671","article-title":"Optimization by simulated annealing","volume":"220","author":"Kirkpatrick","year":"1983","journal-title":"Science"},{"key":"10.1016\/0893-6080(94)90061-2_BIB24","first-page":"953","article-title":"On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition","volume":"114","author":"Kolomogorov","year":"1957","journal-title":"Dokl. Akad. Nauk. USSR"},{"key":"10.1016\/0893-6080(94)90061-2_BIB25","first-page":"443","article-title":"Improving generalization in back-propagation networks with distributed bottlenecks","volume":"1","author":"Kruschke","year":"1989"},{"key":"10.1016\/0893-6080(94)90061-2_BIB26","series-title":"Information theory and statistics","author":"Kullback","year":"1959"},{"issue":"4","key":"10.1016\/0893-6080(94)90061-2_BIB27","doi-asserted-by":"crossref","first-page":"1352","DOI":"10.1214\/aos\/1176349742","article-title":"From Stein's unbiased risk estimates to the method of generalized cross validation","volume":"13","author":"Li","year":"1985","journal-title":"The Annals of Statistics"},{"key":"10.1016\/0893-6080(94)90061-2_BIB28","first-page":"4","article-title":"An introduction to computing with neural nets","author":"Lippmann","year":"1987","journal-title":"IEEE, Acoustics Speech and Signal Processing Magazine"},{"key":"10.1016\/0893-6080(94)90061-2_BIB29","first-page":"627","article-title":"Back propagation error surfaces can have a local minima","volume":"2","author":"McInerney","year":"1989"},{"key":"10.1016\/0893-6080(94)90061-2_BIB30","series-title":"The beauty of fractals: Images of complex dynamical systems","author":"Peitgen","year":"1986"},{"key":"10.1016\/0893-6080(94)90061-2_BIB31","series-title":"Numerical recipes: The art of scientific computing","author":"Press","year":"1986"},{"key":"10.1016\/0893-6080(94)90061-2_BIB32","series-title":"Stochastic simulation","author":"Ripley","year":"1987"},{"key":"10.1016\/0893-6080(94)90061-2_BIB33","article-title":"Institute for Cognitive Science, University of California, San Diego","volume":"Vols. 1 and 2","author":"Rumelhart","year":"1986"},{"key":"10.1016\/0893-6080(94)90061-2_BIB34","article-title":"The golden age of theoretical ecology: 1932\u20131940: A collection of works by V. Volterra, V. A. Kostitzin, A. J. Lotka, and A. N. Kolmogoroff","author":"Scudo","year":"1978"},{"key":"10.1016\/0893-6080(94)90061-2_BIB35","series-title":"The mathematical theory of communication","author":"Shannon","year":"1971"},{"key":"10.1016\/0893-6080(94)90061-2_BIB36","first-page":"325","article-title":"Neural net pruning why and how","volume":"1","author":"Sietsma","year":"1988"},{"key":"10.1016\/0893-6080(94)90061-2_BIB37","series-title":"Monte Carlo analysis","author":"Stevens","year":"1984"},{"issue":"1","key":"10.1016\/0893-6080(94)90061-2_BIB38","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1093\/biomet\/64.1.29","article-title":"Asymptotics for and against cross-validation","volume":"64","author":"Stone","year":"1977","journal-title":"Biometrika"},{"key":"10.1016\/0893-6080(94)90061-2_BIB39","first-page":"403","article-title":"Consistent inference of probabilities in layered networks: Predictions and generalization","volume":"2","author":"Tishby","year":"1989"},{"key":"10.1016\/0893-6080(94)90061-2_BIB40","first-page":"170","article-title":"Application of neural networks for sensor validation and plant monitoring","volume":"97","author":"Upadhyaya","year":"1992","journal-title":"Neural Technology"},{"key":"10.1016\/0893-6080(94)90061-2_BIB41","series-title":"Intelligent engineering systems through artificial neural networks","first-page":"11","article-title":"Adaptive neural architectures through growth control","author":"Vaario","year":"1991"},{"key":"10.1016\/0893-6080(94)90061-2_BIB42","series-title":"Knowing and guessing: A quantitative study of inference and information","author":"Watanabe","year":"1969"},{"key":"10.1016\/0893-6080(94)90061-2_BIB43","first-page":"837","article-title":"Generalization by weight elimination applied to currency exchange rate prediction","volume":"1","author":"Weigend","year":"1991"},{"key":"10.1016\/0893-6080(94)90061-2_BIB44","first-page":"209","article-title":"Backpropagation and neural control: A review and prospectus","volume":"1","author":"Werbos","year":"1989"},{"key":"10.1016\/0893-6080(94)90061-2_BIB45","first-page":"1415","article-title":"30 years of adaptive neural networks: Perception, madaline, and backpropagation","volume":"78","author":"Widrow","year":"1990"},{"key":"10.1016\/0893-6080(94)90061-2_BIB46","first-page":"151","article-title":"A mathematical theory of generalization: Part 1 and 2","volume":"4","author":"Wolpert","year":"1990","journal-title":"Complex Systems"},{"key":"10.1016\/0893-6080(94)90061-2_BIB47","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/S0893-6080(05)80023-1","article-title":"Stacked generalization","volume":"5","author":"Wolpert","year":"1992","journal-title":"Neural Networks"},{"key":"10.1016\/0893-6080(94)90061-2_BIB48","series-title":"Intelligent engineering systems through artificial neural networks","first-page":"113","article-title":"A comparison of connection pruning algorithms with backpropagation","author":"Won","year":"1991"}],"container-title":["Neural Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:0893608094900612?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:0893608094900612?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2020,3,19]],"date-time":"2020-03-19T02:01:36Z","timestamp":1584583296000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/0893608094900612"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1994,1]]},"references-count":48,"journal-issue":{"issue":"1","published-print":{"date-parts":[[1994,1]]}},"alternative-id":["0893608094900612"],"URL":"https:\/\/doi.org\/10.1016\/0893-6080(94)90061-2","relation":{},"ISSN":["0893-6080"],"issn-type":[{"value":"0893-6080","type":"print"}],"subject":[],"published":{"date-parts":[[1994,1]]}}}