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ESANN
2006
15 years 1 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
ICASSP
2011
IEEE
14 years 4 months ago
Linearization ability evaluation of nonlinear filters employing dynamic distortion measurement
In this paper, the compensation ability of nonlinear distortions for loudspeaker systems is demonstrated using dynamic distortion measurement. Two linearization methods using a Vo...
Yoshinobu Kajikawa
AIPS
1994
15 years 1 months ago
Planning for Dynamic Configuration of Component-based Architectures
The Scenario-based Engineering Process (SEP)is a novel approachto developingcomplexsystems.SEPbuilds newapplication systemsthrougha selectionprocessthat groupsprimitive components...
Gail Haddock
97
Voted
PAMI
2008
182views more  PAMI 2008»
15 years 9 days ago
Gaussian Process Dynamical Models for Human Motion
We introduce Gaussian process dynamical models (GPDMs) for nonlinear time series analysis, with applications to learning models of human pose and motion from high-dimensional motio...
Jack M. Wang, David J. Fleet, Aaron Hertzmann
UAI
2004
15 years 1 months ago
Dynamical Systems Trees
We propose dynamical systems trees (DSTs) as a flexible model for describing multiple processes that interact via a hierarchy of aggregating processes. DSTs extend nonlinear dynam...
Andrew Howard, Tony Jebara