Nonlinear Sequential State Estimation for Solving Pattern-Classification Problems

Adaptive Signal Processing: Next Generation Solutions

Volumn , Issue , 2010, Pages 333-348

  Haykin, Simon ^a   Arasaratnam, Ienkaran ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

Nonlinear sequential state estimation solving pattern classification problems; Sequential state estimation elements of signal processing and control theory; Supervised training framework of MLPs using nonlinear sequential state estimation

Indexed keywords

EID: 84885512907     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9780470575758.ch6     Document Type: Chapter

References (3)

1. S. Haykin, Neural networks and learning machines, 3rd ed., Prentice Hall, NJ, 2009.
2. B. Schol̈kolf and A. J. Smola, Learning with kernels: Support vector machines, regularization, optimization, and beyond, MA: MIT Press, 2003.
3. V. N. Vapnik, Statistical learning theory, NY: Wiley, 1998.