{"product_id":"nonlinear-physiological-systems-7-ieee-press-series-on-biomedical-engineering-9780471274568","title":"Nonlinear Physiological Systems 7 IEEE Press Series on Biomedical Engineering","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eThis much-needed reference informs readers about an important area of bioengineering, covering linear system identification and nonlinear systems needed to describe physiological processes. * Significant advances have been made in the field since the previous classic texts were written. This text brings the available knowledge up to date.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\"Researchers will find this useful and rewarding.\" (\u003ci\u003eJournal of Statistical Computation and Simulation\u003c\/i\u003e, September 2005)  \u003cp\u003e\"…a brief summary of the underlying mathematical theory and techniques used to identify, characterize, and elucidate linear and nonlinear physiological models.\" (\u003ci\u003eComputing Reviews.com\u003c\/i\u003e, April 29, 2004)\u003c\/p\u003e \u003cp\u003e\"…a welcome reference for anyone involved in the study of nonlinear dynamic behavioral patterns of biomedical systems.\" (\u003ci\u003eIEEE Engineering in Medicine and Biology\u003c\/i\u003e, January\/February 2004)\u003c\/p\u003e \u003cp\u003e\"This book is excellent because it discusses in detail nearly all the useful techniques currently in use, and reveals their relative strengths and weaknesses.” (\u003ci\u003eAnnals of Biomedical Engineering\u003c\/i\u003e, June 2004)\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003ePreface.  \u003cp\u003e1. Introduction.\u003c\/p\u003e \u003cp\u003e1.1 Signals.\u003c\/p\u003e \u003cp\u003e1.2 Systems and Models.\u003c\/p\u003e \u003cp\u003e1.3 System Modeling.\u003c\/p\u003e \u003cp\u003e1.4 System Identification.\u003c\/p\u003e \u003cp\u003e1.5 How Common are Nonlinear Systems?\u003c\/p\u003e \u003cp\u003e2. Background.\u003c\/p\u003e \u003cp\u003e2.1 Vectors and Matrices.\u003c\/p\u003e \u003cp\u003e2.2 Gaussian Random Variables.\u003c\/p\u003e \u003cp\u003e2.3 Correlation Functions.\u003c\/p\u003e \u003cp\u003e2.4 Mean-Square Parameter Estimation.\u003c\/p\u003e \u003cp\u003e2.5 Polynomials.\u003c\/p\u003e \u003cp\u003e2.6 Notes and References.\u003c\/p\u003e \u003cp\u003e2.7 Problems.\u003c\/p\u003e \u003cp\u003e2.8 Computer Exercises.\u003c\/p\u003e \u003cp\u003e3. Models of Linear Systems.\u003c\/p\u003e \u003cp\u003e3.1 Linear Systems.\u003c\/p\u003e \u003cp\u003e3.2 Nonparametric Models.\u003c\/p\u003e \u003cp\u003e3.3 Parametric Models.\u003c\/p\u003e \u003cp\u003e3.4 State-Space Models.\u003c\/p\u003e \u003cp\u003e3.5 Notes and References.\u003c\/p\u003e \u003cp\u003e3.6 Theoretical Problems.\u003c\/p\u003e \u003cp\u003e3.7 Computer Exercises.\u003c\/p\u003e \u003cp\u003e4. Models of Nonlinear Systems.\u003c\/p\u003e \u003cp\u003e4.1 The Volterra Series.\u003c\/p\u003e \u003cp\u003e4.2 The Wiener Series.\u003c\/p\u003e \u003cp\u003e4.3 Simple Block Structures.\u003c\/p\u003e \u003cp\u003e4.4 Parallel Cascades.\u003c\/p\u003e \u003cp\u003e4.5 The Wiener-Bose Model.\u003c\/p\u003e \u003cp\u003e4.6 Notes and References.\u003c\/p\u003e \u003cp\u003e4.7 Theoretical Problems.\u003c\/p\u003e \u003cp\u003e4.8 Computer Exercises.\u003c\/p\u003e \u003cp\u003e5. Identification of Linear Systems.\u003c\/p\u003e \u003cp\u003e5.1 Introduction.\u003c\/p\u003e \u003cp\u003e5.2 Nonparametric Time-Domain Models.\u003c\/p\u003e \u003cp\u003e5.3 Frequency Response Estimation.\u003c\/p\u003e \u003cp\u003e5.4 Parametric Methods.\u003c\/p\u003e \u003cp\u003e5.5 Notes and References.\u003c\/p\u003e \u003cp\u003e5.6 Computer Exercises.\u003c\/p\u003e \u003cp\u003e6. Correlation-Based Methods.\u003c\/p\u003e \u003cp\u003e6.1 Methods for Functional Expansions.\u003c\/p\u003e \u003cp\u003e6.2 Block Structured Models.\u003c\/p\u003e \u003cp\u003e6.3 Problems.\u003c\/p\u003e \u003cp\u003e6.4 Computer Exercises.\u003c\/p\u003e \u003cp\u003e7. Explicit Least-Squares Methods.\u003c\/p\u003e \u003cp\u003e7.1 Introduction.\u003c\/p\u003e \u003cp\u003e7.2 The Orthogonal Algorithms.\u003c\/p\u003e \u003cp\u003e7.3 Expansion Bases.\u003c\/p\u003e \u003cp\u003e7.4 Principal Dynamic Modes.\u003c\/p\u003e \u003cp\u003e7.5 Problems.\u003c\/p\u003e \u003cp\u003e7.6 Computer Exercises.\u003c\/p\u003e \u003cp\u003e8. Iterative Least-Squares Methods.\u003c\/p\u003e \u003cp\u003e8.1 Optimization Methods.\u003c\/p\u003e \u003cp\u003e8.2 Parallel Cascade Methods.\u003c\/p\u003e \u003cp\u003e8.3 Application: Visual Processing in the Light Adapted Fly Retina.\u003c\/p\u003e \u003cp\u003e8.4 Problems\u003c\/p\u003e \u003cp\u003e8.5 Computer Exercises.\u003c\/p\u003e \u003cp\u003eReferences.\u003c\/p\u003e \u003cp\u003eIndex.\u003c\/p\u003e \u003cp\u003eIEEE Press Series in Biomedical Engineering. \u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":53515424727383,"sku":"9780471274568","price":142.16,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/nonlinear-physiological-systems-7-ieee-press-series-on-biomedical-engineering-9780471274568","provider":"Book Curl","version":"1.0","type":"link"}