{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T11:36:30Z","timestamp":1770291390631,"version":"3.49.0"},"reference-count":22,"publisher":"Elsevier BV","issue":"4","license":[{"start":{"date-parts":[[1990,1,1]],"date-time":"1990-01-01T00:00:00Z","timestamp":631152000000},"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":[[1990,1]]},"DOI":"10.1016\/0893-6080(90)90019-h","type":"journal-article","created":{"date-parts":[[2003,4,25]],"date-time":"2003-04-25T05:05:53Z","timestamp":1051247153000},"page":"367-375","source":"Crossref","is-referenced-by-count":102,"title":["The optimised internal representation of multilayer classifier networks performs nonlinear discriminant analysis"],"prefix":"10.1016","volume":"3","author":[{"given":"Andrew R","family":"Webb","sequence":"first","affiliation":[]},{"given":"David","family":"Lowe","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/0893-6080(90)90019-H_BIB1","series-title":"Auto-association by multilayer perceptrons and singular value decomposition","author":"Bourlard","year":"1987"},{"issue":"3","key":"10.1016\/0893-6080(90)90019-H_BIB2","first-page":"269","article-title":"Multi-variable functional interpolation and adaptive networks","volume":"2","author":"Broomhead","year":"1988","journal-title":"Complex Systems"},{"key":"10.1016\/0893-6080(90)90019-H_BIB3","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1090\/S0025-5718-1967-0224273-2","article-title":"Quasi-Newton methods and their application to function minimisation","volume":"21","author":"Broyden","year":"1967","journal-title":"Mathematics of Computation"},{"key":"10.1016\/0893-6080(90)90019-H_BIB4","series-title":"Numerical solutions of systems of nonlinear algebraic equations","year":"1973"},{"key":"10.1016\/0893-6080(90)90019-H_BIB5","first-page":"877","article-title":"Large automatic learning, rule extraction, and generalisation","volume":"1","author":"Denker","year":"1987","journal-title":"Complex Systems"},{"key":"10.1016\/0893-6080(90)90019-H_BIB6","series-title":"Pattern classification and scene analysis","author":"Duda","year":"1973"},{"key":"10.1016\/0893-6080(90)90019-H_BIB7","series-title":"Introduction to statistical pattern recognition","author":"Fukunaga","year":"1972"},{"key":"10.1016\/0893-6080(90)90019-H_BIB8","series-title":"IEEE Annual International Conference on Neural Networks","first-page":"I-391","article-title":"Multilayer perceptrons and data analysis","author":"Gallinari","year":"1988"},{"issue":"2","key":"10.1016\/0893-6080(90)90019-H_BIB9","first-page":"205","article-title":"Calculating the singular values and pseudo-inverse of a matrix","volume":"2","author":"Golub","year":"1965","journal-title":"Journal SIAM Numerical Analysis, Series B"},{"key":"10.1016\/0893-6080(90)90019-H_BIB10","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/0893-6080(88)90023-8","article-title":"Analysis of hidden units in a layered network trained to classify sonar targets","volume":"1","author":"Gorman","year":"1988","journal-title":"Neural Networks"},{"key":"10.1016\/0893-6080(90)90019-H_BIB11","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1007\/BF00317987","article-title":"Disjunctive models of Boolean category learning","volume":"56","author":"Hampson","year":"1987","journal-title":"Biological Cybernetics"},{"key":"10.1016\/0893-6080(90)90019-H_BIB12","series-title":"Internal Report, Bell Communications Research","article-title":"Knowledge representation in connectionist networks","author":"Hanson","year":"1987"},{"key":"10.1016\/0893-6080(90)90019-H_BIB13","series-title":"Conference on Neural Information Processing Systems","first-page":"387","article-title":"Neural net and traditional classifiers","author":"Huang","year":"1987"},{"key":"10.1016\/0893-6080(90)90019-H_BIB14","series-title":"IEEE International Conference on Neural Networks","first-page":"I-383","article-title":"Adaptive training of multilayer neural networks using a least squares estimation technique","author":"Kollias","year":"1988"},{"key":"10.1016\/0893-6080(90)90019-H_BIB15","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(90)90019-H_BIB16","series-title":"Conference Publication No. 313","first-page":"171","article-title":"Adaptive radial basis function nonlinearities and the problem of generalisation","author":"Lowe","year":"1989"},{"key":"10.1016\/0893-6080(90)90019-H_BIB17","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1007\/BF00387211","article-title":"A neural model for category learning","volume":"45","author":"Reilly","year":"1982","journal-title":"Biological Cybernetics"},{"key":"10.1016\/0893-6080(90)90019-H_BIB18","series-title":"IEEE 1st International Conference on Neural Networks","first-page":"II-495","article-title":"Learning system architectures composed of multiple learning modules","author":"Reilly","year":"1987"},{"key":"10.1016\/0893-6080(90)90019-H_BIB19","article-title":"Learning algorithms for connectionist networks: Applied gradient methods of nonlinear optimisation","author":"Watrous","year":"1986"},{"key":"10.1016\/0893-6080(90)90019-H_BIB20","article-title":"A comparison of nonlinear optimisation strategies for feed-forward adaptive layered networks","author":"Webb","year":"1988"},{"key":"10.1016\/0893-6080(90)90019-H_BIB21","article-title":"A hybrid optimisation strategy for adaptive feed-forward layered networks","author":"Webb","year":"1988"},{"key":"10.1016\/0893-6080(90)90019-H_BIB22","series-title":"Classification, estimation and pattern recognition","author":"Young","year":"1974"}],"container-title":["Neural Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:089360809090019H?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:089360809090019H?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,3,22]],"date-time":"2019-03-22T19:20:30Z","timestamp":1553282430000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/089360809090019H"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1990,1]]},"references-count":22,"journal-issue":{"issue":"4","published-print":{"date-parts":[[1990,1]]}},"alternative-id":["089360809090019H"],"URL":"https:\/\/doi.org\/10.1016\/0893-6080(90)90019-h","relation":{},"ISSN":["0893-6080"],"issn-type":[{"value":"0893-6080","type":"print"}],"subject":[],"published":{"date-parts":[[1990,1]]}}}