Differential Neural Network Identification ...

Document type :
Communication dans un congrès avec actes
Title :
Differential Neural Network Identification for Homogeneous Dynamical Systems ⋆
Author(s) :
Ballesteros, Mariana [Auteur]
Centro de Investigacion y de Estudios Avanzados del Instituto Politécnico Nacional [CINVESTAV]
Polyakov, Andrey [Auteur] refId
Finite-time control and estimation for distributed systems [VALSE]
Efimov, Denis [Auteur] refId
Finite-time control and estimation for distributed systems [VALSE]
Chairez, Isaac [Auteur]
Instituto Politechnico National [IPN]
Poznyak, Alexander [Auteur]
Centro de Investigacion y de Estudios Avanzados del Instituto Politécnico Nacional [CINVESTAV]
Conference title :
NOLCOS 2019 - 11th IFAC Symposium on Nonlinear Control Systems
City :
Vienna
Country :
Autriche
Start date of the conference :
2019-09-04
English keyword(s) :
Differential Neural Network
Nonlinear Systems
Homogeneous systems
Identification
HAL domain(s) :
Informatique [cs]/Automatique
English abstract : [en]
In this paper, a non parametric identifier for homogeneous nonlinear systems affine in the input is proposed. The identification algorithm is based on the neural networks using sigmoidal activation functions. The learning ...
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Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Collections :
Source :
Harvested from HAL
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