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» Learning nonlinear dynamic models
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BMCBI
2011
14 years 4 months ago
Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
Background: Protein secondary structure prediction provides insight into protein function and is a valuable preliminary step for predicting the 3D structure of a protein. Dynamic ...
Zafer Aydin, Ajit Singh, Jeff Bilmes, William Staf...
76
Voted
COGSCI
2002
61views more  COGSCI 2002»
15 years 16 days ago
Learning representations in a gated prefrontal cortex model of dynamic task switching
Nicolas P. Rougier, Randall C. O'Reilly
64
Voted
NECO
2006
86views more  NECO 2006»
15 years 19 days ago
Modeling Sensorimotor Learning with Linear Dynamical Systems
Sen Cheng, Philip N. Sabes
ICRA
2002
IEEE
168views Robotics» more  ICRA 2002»
15 years 5 months ago
A Dynamical Systems Approach to Behavior-Based Formation Control
Dynamical systems theory is used here as a theoretical language and tool to design a distributed control archictecture that generates navigation in formation, integrated with obst...
Sergio Monteiro, Estela Bicho
92
Voted
NIPS
2008
15 years 2 months ago
Simple Local Models for Complex Dynamical Systems
We present a novel mathematical formalism for the idea of a "local model" of an uncontrolled dynamical system, a model that makes only certain predictions in only certai...
Erik Talvitie, Satinder Singh