HOME > 상세정보

상세정보

A statistical approach to neural networks for pattern recognition

A statistical approach to neural networks for pattern recognition

자료유형
단행본
개인저자
Dunne, Robert A.
서명 / 저자사항
A statistical approach to neural networks for pattern recognition / Robert A. Dunne.
발행사항
Hoboken, N.J. ;   Chichester :   Wiley ,   c2007.  
형태사항
xvii, 268 p. : ill. ; 25 cm.
총서사항
Wiley series in computational statistics
ISBN
9780471741084 (hbk.) 0471741086 (hbk.)
서지주기
Includes bibliographical references and index.
일반주제명
Perceptrons. Neural networks (Computer science)
000 01018camuu22002897a 4500
001 000045401806
005 20071121142349
008 070830s2007 njua b 001 0 eng d
010 ▼a 2007279878
015 ▼a GBA718588 ▼2 bnb
020 ▼a 9780471741084 (hbk.)
020 ▼a 0471741086 (hbk.)
035 ▼a (KERIS)REF000013611816
040 ▼a UKM ▼c UKM ▼d BAKER ▼d BTCTA ▼d YDXCP ▼d ORU ▼d DLC ▼d 244002
042 ▼a ukblcatcopy ▼a lccopycat
050 0 0 ▼a Q327 ▼b .D86 2007
082 0 4 ▼a 006.32 ▼2 22
090 ▼a 006.32 ▼b D923s
100 1 ▼a Dunne, Robert A.
245 1 2 ▼a A statistical approach to neural networks for pattern recognition / ▼c Robert A. Dunne.
260 ▼a Hoboken, N.J. ; ▼a Chichester : ▼b Wiley , ▼c c2007.
300 ▼a xvii, 268 p. : ▼b ill. ; ▼c 25 cm.
440 0 ▼a Wiley series in computational statistics
504 ▼a Includes bibliographical references and index.
650 0 ▼a Perceptrons.
650 0 ▼a Neural networks (Computer science)

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 세종학술정보원/과학기술실/ 청구기호 006.32 D923s 등록번호 151244122 도서상태 대출가능 반납예정일 예약 서비스 C

컨텐츠정보

목차

Notation and Code Examples.

Preface.

Acknowledgments.

1. Introduction.

2. The Multi-Layer Perception Model.

3. Linear Discriminant Analysis.

4. Activation and Penalty Functions.

5. Model Fitting and Evaluation.

6. The Task-Based MLP.

7. Incorporating Spatial Information into an MLP Classifier.

8. Influence Curves for the Multi-Layer Perceptron Classifier.

9. The Sensitivity Curves of the MLP Classifier.

10. A Robust Fitting Procedure for MLP Models.

11. Smoothed Weights.

12. Translation Invariance.

13. Fixed-slope Training.

Appendix A. Function Minimization.

Appendix B. Maximum Values of the Influence Curve.

Topic Index.


정보제공 : Aladin

관련분야 신착자료

Cartwright, Hugh M. (2021)
한국소프트웨어기술인협회. 빅데이터전략연구소 (2021)