Parameter Estimation of a Class of Neural Systems with Limit Cycles

Parameter Estimation of a Class of Neural Systems with Limit Cycles

This work addresses parameter estimation of a class of neural systems with limit cycles. An identification model is formulated based on the discretized neural model. To estimate the parameter vector in the identification model, the recursive least-squares and stochastic gradient algorithms including...

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Bibliographic Details
Main Authors: Xuyang Lou, Xu Cai, Baotong Cui
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Algorithms
Subjects:
parameter estimation
neural system
recursive least-squares algorithm
stochastic gradient algorithm
innovation
Online Access:https://www.mdpi.com/1999-4893/11/11/169

Internet

https://www.mdpi.com/1999-4893/11/11/169

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