{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,22]],"date-time":"2025-03-22T08:39:01Z","timestamp":1742632741625},"reference-count":73,"publisher":"World Scientific Pub Co Pte Lt","issue":"06","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Neur. Syst."],"published-print":{"date-parts":[[2002,12]]},"abstract":"<jats:p>Incremental learning concepts are reviewed in machine learning and neurobiology. They are identified in evolution, neurodevelopment and learning. A timeline of qualitative axon, neuron and synapse development summarizes the review on neurodevelopment. A discussion of experimental results on data incremental learning with recurrent artificial neural networks reveals that incremental learning often seems to be more efficient or powerful than standard learning but can produce unexpected side effects. A characterization of incremental learning is proposed which takes the elaborated biological and machine learning concepts into account.<\/jats:p>","DOI":"10.1142\/s0129065702001308","type":"journal-article","created":{"date-parts":[[2003,1,3]],"date-time":"2003-01-03T11:32:33Z","timestamp":1041593553000},"page":"447-465","source":"Crossref","is-referenced-by-count":19,"title":["INCREMENTAL LEARNING IN BIOLOGICAL AND MACHINE LEARNING SYSTEMS"],"prefix":"10.1142","volume":"12","author":[{"given":"STEPHAN K.","family":"CHALUP","sequence":"first","affiliation":[{"name":"School of Electrical Engineering and Computer Science, The University of Newcastle, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"reference":[{"key":"p_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.3.312"},{"key":"p_2","doi-asserted-by":"crossref","first-page":"5365","DOI":"10.1523\/JNEUROSCI.13-12-05365.1993","volume":"13","author":"Agmon A. A.","year":"1994","journal-title":"Journal of Neuroscience"},{"key":"p_4","doi-asserted-by":"publisher","DOI":"10.1109\/72.265967"},{"key":"p_5","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065799000125"},{"key":"p_8","first-page":"19","author":"Bailey C. H.","year":"1995","journal-title":"Chap. 2, (In Gazzaniga,59 1st edition)"},{"key":"p_13","first-page":"179","volume":"105","author":"Bornstein M. H.","year":"1989","journal-title":"Plasticity of Development"},{"key":"p_14","doi-asserted-by":"publisher","DOI":"10.1111\/j.1651-2227.1997.tb18340.x"},{"key":"p_15","first-page":"45","author":"Bourgeois J.-P.","year":"2000","journal-title":"Chap. 4, (In Gazzaniga,60 2nd edition)"},{"key":"p_16","doi-asserted-by":"crossref","first-page":"2801","DOI":"10.1523\/JNEUROSCI.13-07-02801.1993","volume":"13","author":"Bourgeois J.-P.","year":"1993","journal-title":"Journal of Neuroscience"},{"key":"p_25","first-page":"336","volume":"366","author":"Catalano S. M.","year":"1996","journal-title":"Journal of Comparative Neurology"},{"key":"p_30","doi-asserted-by":"publisher","DOI":"10.1111\/1467-7687.00100"},{"key":"p_31","doi-asserted-by":"publisher","DOI":"10.1016\/S0306-4522(01)00171-3"},{"key":"p_34","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1096-9861(19990830)411:3<359::AID-CNE1>3.0.CO;2-J"},{"key":"p_39","doi-asserted-by":"crossref","first-page":"1194","DOI":"10.1523\/JNEUROSCI.12-04-01194.1992","volume":"12","author":"DeCarlos J. A.","year":"1992","journal-title":"Journal of Neuroscience"},{"key":"p_41","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(99)00046-5"},{"key":"p_43","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(02)00044-8"},{"key":"p_46","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog1402_1"},{"key":"p_47","doi-asserted-by":"publisher","DOI":"10.1016\/0010-0277(93)90058-4"},{"key":"p_48","first-page":"534","volume":"2","author":"Fahlman S. E.","year":"1990","journal-title":"Advances in Neural Information Processing Systems"},{"key":"p_50","doi-asserted-by":"publisher","DOI":"10.1126\/science.7777856"},{"key":"p_53","first-page":"14","volume":"4","author":"Fogel L. J.","year":"1962","journal-title":"Industrial Research"},{"key":"p_54","doi-asserted-by":"publisher","DOI":"10.1007\/BF02312392"},{"key":"p_55","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(94)90091-4"},{"key":"p_57","doi-asserted-by":"publisher","DOI":"10.1109\/72.80230"},{"key":"p_58","first-page":"1179","author":"Gallistel C. R.","year":"2000","journal-title":"Chap. 81, (In Gazzaniga,60 2nd edition)"},{"key":"p_62","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.1.1"},{"key":"p_64","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican0187-74"},{"key":"p_69","doi-asserted-by":"publisher","DOI":"10.1145\/321127.321128"},{"key":"p_71","doi-asserted-by":"crossref","first-page":"1041","DOI":"10.1152\/jn.1965.28.6.1041","volume":"21","author":"Hubel D. H.","year":"1965","journal-title":"Journal of Neurophysiology"},{"key":"p_72","first-page":"1","volume":"6","author":"Huttenlocher P. R.","year":"1987","journal-title":"Human Neurobiology"},{"key":"p_73","doi-asserted-by":"publisher","DOI":"10.1016\/0010-0285(89)90003-0"},{"key":"p_75","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010028405318"},{"key":"p_76","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican1289-76"},{"key":"p_78","first-page":"199","author":"Katz L. C.","year":"2000","journal-title":"Chap. 13, (In Gazzaniga,60 2nd edition)"},{"key":"p_81","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1523\/JNEUROSCI.10-01-00222.1990","volume":"10","author":"Knudsen E. I.","year":"1990","journal-title":"Journal of Neuroscience"},{"key":"p_83","first-page":"520","volume":"291","author":"LaMantia A. S.","year":"1990","journal-title":"Journal of Neuroscience"},{"key":"p_84","doi-asserted-by":"publisher","DOI":"10.1002\/cne.903400304"},{"key":"p_86","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/2.5.401"},{"key":"p_90","doi-asserted-by":"crossref","first-page":"1892","DOI":"10.1523\/JNEUROSCI.14-04-01892.1994","volume":"14","author":"McConnell S. K.","year":"1994","journal-title":"Journal of Neuroscience"},{"key":"p_95","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065789000463"},{"key":"p_96","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog1401_2"},{"key":"p_97","doi-asserted-by":"publisher","DOI":"10.1038\/356121a0"},{"key":"p_99","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.ne.14.030191.002321"},{"key":"p_101","doi-asserted-by":"publisher","DOI":"10.1016\/S0896-6273(00)81004-1"},{"key":"p_103","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1991.3.2.213"},{"key":"p_105","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(96)00115-3"},{"issue":"4","key":"p_107","doi-asserted-by":"crossref","first-page":"537","DOI":"10.1017\/S0140525X97001581","volume":"20","author":"Quartz S. R.","year":"1997","journal-title":"Behavioral and Brain Sciences"},{"key":"p_108","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(98)00033-1"},{"key":"p_109","doi-asserted-by":"publisher","DOI":"10.1126\/science.3975601"},{"key":"p_110","first-page":"127","author":"Rakic P.","year":"1995","journal-title":"Chap. 8, (In Gazzaniga,59 1st edition)"},{"key":"p_111","first-page":"7","author":"Rakic P.","year":"2000","journal-title":"Chap. 1, (In Gazzaniga,60 2nd edition)"},{"key":"p_112","doi-asserted-by":"publisher","DOI":"10.1126\/science.3952506"},{"key":"p_116","doi-asserted-by":"publisher","DOI":"10.1109\/72.248452"},{"key":"p_118","first-page":"28","author":"Riedmiller M.","year":"1993","journal-title":"(In H. Ruspini, ed., Proceedings of the IEEE International Conference on Neural Networks (ICNN), San Francisco, CA"},{"key":"p_119","first-page":"656","author":"Rohde D. L. T.","year":"1997","journal-title":"Proceedings of the 19th Annual Conference of the Cognitive Science Society"},{"key":"p_120","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-0277(99)00031-1"},{"key":"p_129","first-page":"670","author":"Selfridge O. G.","year":"1985","journal-title":"Proceedings of the Ninth International Joint Conference in Artificial Intelligence"},{"key":"p_130","doi-asserted-by":"publisher","DOI":"10.1080\/095400996116785"},{"key":"p_131","doi-asserted-by":"publisher","DOI":"10.1007\/BF01189880"},{"key":"p_132","doi-asserted-by":"publisher","DOI":"10.1126\/science.3086978"},{"key":"p_134","doi-asserted-by":"publisher","DOI":"10.1016\/0012-1606(77)90158-0"},{"key":"p_136","first-page":"257","volume":"8","author":"Tesauro G.","year":"1992","journal-title":"Machine Learning"},{"key":"p_137","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1994.6.2.215"},{"key":"p_139","first-page":"1167","author":"Tooby J.","year":"2000","journal-title":"Chap. 80, (In Gazzaniga,60 2nd edition)"},{"key":"p_140","doi-asserted-by":"crossref","first-page":"1903","DOI":"10.1242\/dev.126.9.1903","volume":"126","author":"Tuttle R.","year":"1999","journal-title":"Development"},{"key":"p_142","first-page":"145","author":"Weiss G.","year":"1997","journal-title":"Chap. 6, (In Omidvar and Wilson98)"},{"key":"p_143","doi-asserted-by":"crossref","first-page":"1029","DOI":"10.1152\/jn.1965.28.6.1029","volume":"28","author":"Wiesel T. N.","year":"1965","journal-title":"Journal of Neurophysiology"},{"key":"p_145","doi-asserted-by":"publisher","DOI":"10.1016\/S0301-0082(97)00094-4"},{"key":"p_146","doi-asserted-by":"publisher","DOI":"10.1109\/5.784219"},{"key":"p_147","doi-asserted-by":"publisher","DOI":"10.1109\/72.572107"},{"key":"p_148","author":"Yao X.","year":"1998","journal-title":"IEEE Transactions on Systems, Man and Cybenetics 28(2)."},{"key":"p_149","doi-asserted-by":"publisher","DOI":"10.1109\/72.279194"},{"key":"p_150","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1994.374165"}],"container-title":["International Journal of Neural Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0129065702001308","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,3]],"date-time":"2021-06-03T02:12:29Z","timestamp":1622686349000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0129065702001308"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,12]]},"references-count":73,"journal-issue":{"issue":"06","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[2002,12]]}},"alternative-id":["10.1142\/S0129065702001308"],"URL":"https:\/\/doi.org\/10.1142\/s0129065702001308","relation":{},"ISSN":["0129-0657","1793-6462"],"issn-type":[{"value":"0129-0657","type":"print"},{"value":"1793-6462","type":"electronic"}],"subject":[],"published":{"date-parts":[[2002,12]]}}}