TY  - BOOK
AU  - Haykin, Simon S.,
TI  - Kalman filtering and neural networks
T2  - Adaptive and learning systems for signal processing, communications, and control
SN  - 047146421X
AV  - QA76.87 .K35 2002EBK
PY  - 2002///
CY  - New York
PB  - Wiley
KW  - Neural networks (Computer science)
KW  - Kalman filtering
KW  - COMPUTERS
KW  - Neural Networks
KW  - bisacsh
KW  - fast
KW  - Electronic books
KW  - local
N1  - "A Wiley Interscience publication."; Includes index; Kalman filters; Simon Haykin --; Parameter-based Kalman filter training : theory and implementation; Gintaras V. Puskorius and Lee A. Feldkamp --; Learning shape and motion from image sequences; Gaurav S. Patel, Sue Becker, and Ron Racine --; Chaotic Dynamics; Gaurav S. Patel and Simon Haykin --; Dual extended Kalman filter methods; Eric A. Wan and Alex T. Nelson --; Learning nonlinear dynamical systems using the expectation-maximization algorithm; Sam Roweis and Zoubin Ghahramani --; The unscented Kalman filter; Eric A. Wan and Rudolph van der Merwe
N2  - This self-contained book consists of seven chapters by expert contributors that discuss Kalman filtering as applied to the training and use of neural networks. Although the traditional approach to the subject is almost always linear, this book recognizes and deals with the fact that real problems are most often nonlinear
UR  - https://doi.org/10.1002/0471221546
ER  -