{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,3]],"date-time":"2022-04-03T02:04:57Z","timestamp":1648951497745},"reference-count":9,"publisher":"World Scientific Pub Co Pte Lt","issue":"06","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Wavelets Multiresolut Inf. Process."],"published-print":{"date-parts":[[2007,11]]},"abstract":"<jats:p> Based on the wavelet transform theory and its well emerging properties of universal approximation and multiresolution analysis, the new notion of the wavelet network is proposed as an alternative to feed forward neural networks and neuro-fuzzy for approximating arbitrary nonlinear functions. Earlier, two types of neuron models, namely, Wavelet Synapse (WS) neuron and Wavelet Activation (WA) functions neuron have been introduced. Derived from these two neuron models with different non-orthogonal wavelet functions, neural network and neuro-fuzzy systems are presented. Comparative study of wavelets with NN and NF are also presented in this paper. <\/jats:p>","DOI":"10.1142\/s0219691307002099","type":"journal-article","created":{"date-parts":[[2007,11,5]],"date-time":"2007-11-05T10:38:21Z","timestamp":1194259101000},"page":"879-906","source":"Crossref","is-referenced-by-count":4,"title":["COMPARATIVE STUDY OF WAVELET BASED NEURAL NETWORK AND NEURO-FUZZY SYSTEMS"],"prefix":"10.1142","volume":"05","author":[{"given":"AHMAD","family":"BANAKAR","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, AMU Aligarh University, Aligarh, 202002, UP, India"}]},{"given":"MOHAMMAD FAZLE","family":"AZEEM","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, AMU Aligarh University, Aligarh, 202002, UP, India"}]},{"given":"VINOD","family":"KUMAR","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, AMU Aligarh University, Aligarh, 202002, UP, India"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1109\/72.165591"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1109\/5.58326"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1126\/science.247.4945.978"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176347963"},{"key":"rf7","unstructured":"T. D.\u00a0Sanger, R. S.\u00a0Sutton and C. J.\u00a0Matheus, Advances in Neural Information Processing Systems\u00a04 (Morgan Kaufmann, 1991)\u00a0pp. 1064\u20131071."},{"key":"rf8","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.2.281"},{"key":"rf11","doi-asserted-by":"publisher","DOI":"10.1109\/78.388860"},{"key":"rf12","doi-asserted-by":"publisher","DOI":"10.1109\/91.917126"},{"key":"rf14","doi-asserted-by":"publisher","DOI":"10.1109\/99.388960"}],"container-title":["International Journal of Wavelets, Multiresolution and Information Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219691307002099","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T03:05:41Z","timestamp":1565147141000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219691307002099"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,11]]},"references-count":9,"journal-issue":{"issue":"06","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[2007,11]]}},"alternative-id":["10.1142\/S0219691307002099"],"URL":"https:\/\/doi.org\/10.1142\/s0219691307002099","relation":{},"ISSN":["0219-6913","1793-690X"],"issn-type":[{"value":"0219-6913","type":"print"},{"value":"1793-690X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,11]]}}}