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» Learning nonlinear dynamic models
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IJBC
2002
46views more  IJBC 2002»
13 years 8 months ago
Induced One-Parameter bifurcations in Identified Nonlinear Dynamical Models
Luis Antonio Aguirre, Jean Maquet, Christophe Lete...
HAPTICS
2007
IEEE
14 years 2 months ago
Haptic Models of an Automotive Turn-Signal Switch: Identification and Playback Results
Creating accurate haptic models of physical devices is critical to improving the realism and immersiveness of virtual environments. This paper addresses the problem of modeling th...
Mark B. Colton, John M. Hollerbach
ESANN
2006
13 years 9 months ago
Nonlinear dynamics in neural computation
This tutorial reports on the use of nonlinear dynamics in several different models of neural systems. We discuss a number of distinct approaches to neural information processing ba...
Tjeerd Olde Scheper, Nigel Crook
PAMI
2008
161views more  PAMI 2008»
13 years 8 months ago
TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture Models
The Expectation Maximization (EM) algorithm is widely used for learning finite mixture models despite its greedy nature. Most popular model-based clustering techniques might yield...
Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratn...
CVPR
2006
IEEE
14 years 2 months ago
Motion Patterns: High-Level Representation of Natural Video Sequences
This work investigates the use of nonlinear dependencies in natural image sequence statistics to learn higher-order structures in natural videos. We propose a two-layer model that...
Duangmanee Putthividhya, Te-Won Lee