Identification of nonlinear physiological systems / (Record no. 73765)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05516nam a2200985 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 5237251 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220712205611.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151221s2005 njua ob 001 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780471722960 |
| -- | ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | cloth |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | cloth |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | electronic |
| 082 00 - CLASSIFICATION NUMBER | |
| Call Number | 612/.01/5118 |
| 100 1# - AUTHOR NAME | |
| Author | Westwick, David T., |
| 245 10 - TITLE STATEMENT | |
| Title | Identification of nonlinear physiological systems / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 PDF (xii, 261 pages) : |
| 490 1# - SERIES STATEMENT | |
| Series statement | IEEE Press series on biomedical engineering ; |
| 500 ## - GENERAL NOTE | |
| Remark 1 | "IEEE Engineering in Medicine and Biology Society, Sponsor." |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Preface. -- 1. Introduction. -- 1.1 Signals. -- 1.2 Systems and Models. -- 1.3 System Modeling. -- 1.4 System Identification. -- 1.5 How Common are Nonlinear Systems? -- 2. Background. -- 2.1 Vectors and Matrices. -- 2.2 Gaussian Random Variables. -- 2.3 Correlation Functions. -- 2.4 Mean-Square Parameter Estimation. -- 2.5 Polynomials. -- 2.6 Notes and References. -- 2.7 Problems. -- 2.8 Computer Exercises. -- 3. Models of Linear Systems. -- 3.1 Linear Systems. -- 3.2 Nonparametric Models. -- 3.3 Parametric Models. -- 3.4 State-Space Models. -- 3.5 Notes and References. -- 3.6 Theoretical Problems. -- 3.7 Computer Exercises. -- 4. Models of Nonlinear Systems. -- 4.1 The Volterra Series. -- 4.2 The Wiener Series. -- 4.3 Simple Block Structures. -- 4.4 Parallel Cascades. -- 4.5 The Wiener-Bose Model. -- 4.6 Notes and References. -- 4.7 Theoretical Problems. -- 4.8 Computer Exercises. -- 5. Identification of Linear Systems. -- 5.1 Introduction. -- 5.2 Nonparametric Time-Domain Models. -- 5.3 Frequency Response Estimation. -- 5.4 Parametric Methods. -- 5.5 Notesand References. -- 5.6 Computer Exercises. -- 6. Correlation-Based Methods. -- 6.1 Methods for Functional Expansions. -- 6.2 Block Structured Models. -- 6.3 Problems. -- 6.4 Computer Exercises. -- 7. Explicit Least-Squares Methods. -- 7.1 Introduction. -- 7.2 The Orthogonal Algorithms. -- 7.3 Expansion Bases. -- 7.4 Principal Dynamic Modes. -- 7.5 Problems. -- 7.6 Computer Exercises. -- 8. Iterative Least-Squares Methods. -- 8.1 Optimization Methods. -- 8.2 Parallel Cascade Methods. -- 8.3 Application: Visual Processing in the Light Adapted Fly Retina. -- 8.4 Problems -- 8.5 Computer Exercises. -- References. -- Index. -- IEEE Press Series in Biomedical Engineering. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Significant advances have been made in the field since the previous classic texts were written. This text brings the available knowledge up to date. * Enables the reader to use a wide variety of nonlinear system identification techniques. * Offers a thorough treatment of the underlying theory. * Provides a MATLAB toolbox containing implementation of the latest identification methods together with an extensive set of problems using realistic data sets. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| Subject | Physiology |
| General subdivision | Mathematical models. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| Subject | Nonlinear systems. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Kearney, Robert E., |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5237251 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | [Piscataway, New Jersey?] : |
| -- | IEEE Press, |
| -- | c2003. |
| 264 #2 - | |
| -- | [Piscataqay, New Jersey] : |
| -- | IEEE Xplore, |
| -- | [2005] |
| 336 ## - | |
| -- | text |
| -- | rdacontent |
| 337 ## - | |
| -- | electronic |
| -- | isbdmedia |
| 338 ## - | |
| -- | online resource |
| -- | rdacarrier |
| 588 ## - | |
| -- | Description based on PDF viewed 12/21/2015. |
| 695 ## - | |
| -- | Optimization methods |
| 695 ## - | |
| -- | Parametric statistics |
| 695 ## - | |
| -- | Polynomials |
| 695 ## - | |
| -- | Predictive models |
| 695 ## - | |
| -- | Probability density function |
| 695 ## - | |
| -- | Random variables |
| 695 ## - | |
| -- | Sections |
| 695 ## - | |
| -- | Singular value decomposition |
| 695 ## - | |
| -- | Stochastic processes |
| 695 ## - | |
| -- | Time domain analysis |
| 695 ## - | |
| -- | Vectors |
| 695 ## - | |
| -- | Accuracy |
| 695 ## - | |
| -- | Bibliographies |
| 695 ## - | |
| -- | Biological system modeling |
| 695 ## - | |
| -- | Broadband communication |
| 695 ## - | |
| -- | Computational modeling |
| 695 ## - | |
| -- | Convolution |
| 695 ## - | |
| -- | Correlation |
| 695 ## - | |
| -- | Data models |
| 695 ## - | |
| -- | Delay |
| 695 ## - | |
| -- | Equations |
| 695 ## - | |
| -- | Humans |
| 695 ## - | |
| -- | IEEE Press |
| 695 ## - | |
| -- | Indexes |
| 695 ## - | |
| -- | Jacobian matrices |
| 695 ## - | |
| -- | Kernel |
| 695 ## - | |
| -- | Linear regression |
| 695 ## - | |
| -- | Linear systems |
| 695 ## - | |
| -- | Mathematical model |
| 695 ## - | |
| -- | Matrices |
| 695 ## - | |
| -- | Matrix decomposition |
| 695 ## - | |
| -- | Noise |
| 695 ## - | |
| -- | Noise measurement |
| 695 ## - | |
| -- | Nonlinear systems |
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