Kalman filtering and neural networks

• Other Authors: Haykin, Simon S., 1931-
• Format: Electronic Book
• Language: English
• Published: New York Wiley c2001
• Series: Adaptive and learning systems for signal processing, communications, and control
• Subjects: Νευρωνικά δίκτυα (Επιστήμη των υπολογιστών); Φίλτρο Kalman

Table of Contents:

• 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