Tools

LEADER 04492nam a2200637 i 4500

001 ssj0002542165;

003 WaSeSS;

005 20260712090213.0;

006 m d ;

007 cr n ;

008 210801s2021 riu sb 001 0 eng d;

010 a| 2021035100;

020 a| 9781470467654q| (paperback);

020 z| 9781470468002q| (ebook);

035 a| (WaSeSS)ssj0002542165;

042 a| pcc;

049 a| EREEa| NEHH;

050 00 a| QA323b| .I76 2021;

082 00 a| 515/.732| 23;

084 a| 26B40a| 41A30a| 41A50a| 41A63a| 39B22a| 46B28a| 47A05a| 65D15a| 68T05a| 92B202| msc;

100 1 a| Ismailov, Vugar E.,d| 1971-?| UNAUTHORIZED;

245 10 a| Ridge functions and applications in neural networksh| [electronic resource] /c| Vugar E. Ismailov.;

260 a| Providence, Rhode Island :b| American Mathematical Society,c| [2021];

300 a| ix, 186 pages :b| illustrations ;c| 26 cm;

490 0 a| Mathematical surveys and monographs,x| 0076-5376 ;v| volume 263;

504 a| Includes bibliographical references (pages 175-184) and index.;

505 0 a| Properties of linear combinations of ridge functions -- The smoothness problem in ridge function representation -- Approximation of multivariate functions by sums of univariate functions -- Generalized ridge functions and linear superpositions -- Applications to neural networks.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Function spaces.=| ^A38116;

650 0 a| Multivariate analysis.=| ^A9849;

650 0 a| Approximation theory.=| ^A16000;

650 0 a| Linear operators.=| ^A27191;

650 0 a| Numbers, Real.=| ^A49694;

650 0 a| Neural networks (Computer science)=| ^A263002;

650 7 a| Real functions [See also 54C30] -- Functions of several variables -- Representation and superposition of functions.2| msc;

650 7 a| Approximations and expansions {For all approximation theory in the complex domain, see 30E05 and 30E10; for all trigonometric approximation and interpolation, see 42A10 and 42A15; for numerical approx2| msc;

650 7 a| Difference and functional equations -- Functional equations and inequalities [See also 30D05] -- Equations for real functions [See also 26A51, 26B25].2| msc;

650 7 a| Functional analysis {For manifolds modeled on topological linear spaces, see 57Nxx, 58Bxx} -- Normed linear spaces and Banach spaces; Banach lattices {For function spaces, see 46Exx} -- Spaces of oper2| msc;

650 7 a| Operator theory -- General theory of linear operators -- General (adjoints, conjugates, products, inverses, domains, ranges, etc.).2| msc;

650 7 a| Numerical analysis -- Numerical approximation and computational geometry (primarily algorithms) {For theory, see 41-XX and 68Uxx} -- Algorithms for functional approximation.2| msc;

650 7 a| Computer science {For papers involving machine computations and programs in a specific mathematical area, see Section--04 in that area} -- Artificial intelligence -- Learning and adaptive systems [See2| msc;

650 7 a| Biology and other natural sciences -- Mathematical biology in general -- Neural networks, artificial life and related topics [See also 68T05, 82C32, 94Cxx].2| msc;

655 0 a| Electronic books.=| ^A491897;

856 40 z| Full text available from eBooks on EBSCOhostu| https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3113991&scope=site&custid=s5822723&authtype=ip,shib;

949 a| CLICK ON WEB ADDRESSw| ASISh| JOYNER188;

949 a| CLICK ON WEB ADDRESSw| ASISh| HSL77;

949 a| CLICK ON WEB ADDRESSw| ASISh| JMUSIC60;

596 a| 1 3 4;

998 a| 6782500;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 6782500-1001l| JNETm| JOYNERr| Ys| Yt| JNESSBKu| 7/20/2026x| EBOOKz| JERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 6782500-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 7/20/2026x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 6782500-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 7/20/2026x| EBOOKz| JERESOURCE;

Ridge functions and applications in neural networks / Vugar E. Ismailov.

Author/creator	Ismailov, Vugar E., 1971-
Format	Electronic
Publication Info	Providence, Rhode Island : American Mathematical Society, [2021]
Description	ix, 186 pages : illustrations ; 26 cm
Supplemental Content	Full text available from eBooks on EBSCOhost
Subjects	Function spaces. Multivariate analysis. Approximation theory. Linear operators. Numbers, Real. Neural networks (Computer science)

Series	Mathematical surveys and monographs, 0076-5376 ; volume 263
Contents	Properties of linear combinations of ridge functions -- The smoothness problem in ridge function representation -- Approximation of multivariate functions by sums of univariate functions -- Generalized ridge functions and linear superpositions -- Applications to neural networks.
Bibliography note	Includes bibliographical references (pages 175-184) and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2021035100
ISBN	9781470467654 (paperback)
ISBN	(ebook)

Availability

Library	Location	Call Number	Status	Item Actions
	Electronic Resources	Access Content Online	✔ Available

Ridge functions and applications in neural networks / Vugar E. Ismailov.

Click here for more information about this title

Availability