{"product_id":"ridge-functions-and-applications-in-neural-networks-9781470467654","title":"Ridge Functions and Applications in Neural","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eDescribes various approximation theoretic properties of ridge functions. The book also discusses properties of generalized ridge functions, and their relation to linear superpositions and Kolmogorov's famous superposition theorem. In the final part of the book, a single and two hidden layer neural networks are discussed.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eProperties of linear combinations of ridge functions\u003c\/li\u003e\n\u003cli\u003eThe smoothness problem in ridge function representation\u003c\/li\u003e\n\u003cli\u003eApproximation of multivariate functions by sums of univariate functions\u003c\/li\u003e\n\u003cli\u003eGeneralized ridge functions and linear superpositions\u003c\/li\u003e\n\u003cli\u003eApplications to neural networks\u003c\/li\u003e\n\u003cli\u003eBibliography\u003c\/li\u003e\n\u003cli\u003eIndex\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"MP-AMM American Mathematical","offers":[{"title":"Default Title","offer_id":50046674960727,"sku":"9781470467654","price":98.1,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781470467654.jpg?v=1740271883","url":"https:\/\/bookcurl.com\/products\/ridge-functions-and-applications-in-neural-networks-9781470467654","provider":"Book Curl","version":"1.0","type":"link"}