{"product_id":"neural-and-adaptive-systems-fundamentals-through-simulations-paperback-softback-9780471351672","title":"Neural and Adaptive Systems; Fundamentals through Simulations (Paperback \/ softback) 9780471351672","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eNeural and Adaptive Systems\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eFundamentals through Simulations\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eJosé C. Principe (Author), Neil R. Euliano (Author), W. Curt Lefebvre (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471351672, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 13 January 2000\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e672 pages\u003cbr\u003e24.7 x 19.6 x 3 cm, 1.182 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eEin einzigartiger und innovativer Ansatz zur Vermittlung von Kenntnissen über adaptive und neuronale Netze! Der Leser experimentiert mit realen Datensätzen und lernt so, das Verhalten der Netzwerke intuitiv einzuschätzen. Als interaktives Lehr- und Lernmittel bietet das Buch über 200 voll funktionsfähige Simulationen mit ausführlichen Arbeitsanleitungen - ideal auch zum Selbststudium! Die elektronische Version des Buches enthält neben dem vollständigen Text interessante Extras. (01\/00)\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eChapter 1 Data Fitting with Linear Models 1\u003cbr\u003e \u003cbr\u003e Chapter 2 Pattern Recognition 68\u003cbr\u003e \u003cbr\u003e Chapter 3 Multilayer Perceptrons 100\u003cbr\u003e \u003cbr\u003e Chapter 4 Designing and Training MLPS 173\u003cbr\u003e \u003cbr\u003e Chapter 5 Function Approximation with MLPs, Radial Basis Functions, and Support Vector Machines 223\u003cbr\u003e \u003cbr\u003e Chapter 6 Hebbian Learning and Principal Component Analysis 279\u003cbr\u003e \u003cbr\u003e Chapter 7 Competitive and Kohonen Networks 333\u003cbr\u003e \u003cbr\u003e Chapter 8 Principles of Digital Signal Processing 364\u003cbr\u003e \u003cbr\u003e Chapter 9 Adaptive Filters 429\u003cbr\u003e \u003cbr\u003e Chapter 10 Temporal Processing with Neural Networks 473\u003cbr\u003e \u003cbr\u003e Chapter 11 Training and Using Recurrent Networks 525\u003c\/p\u003e \u003cp\u003eAppendix A Elements of Linear Algebra and Pattern Recognition 589\u003c\/p\u003e \u003cp\u003eAppendix B NeuroSolutions Tutorial 613\u003c\/p\u003e \u003cp\u003eAppendix C Data Directory 637\u003cbr\u003e \u003cbr\u003e Glossary 639\u003cbr\u003e \u003cbr\u003e Index 647\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Electronics \u0026amp; communications engineering [\u003ca title=\"See our other books on Electronics \u0026amp; communications engineering\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Electronics%20\u0026amp;%20communications%20engineering%20%5BTJ%5D%22\"\u003eTJ\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52293389943064,"sku":"9780471351672","price":103.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471351672.jpg?v=1781639535","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/neural-and-adaptive-systems-fundamentals-through-simulations-paperback-softback-9780471351672","provider":"Freshly Printed Books","version":"1.0","type":"link"}