Parameter Estimation of Sigmoid Superpositions: Dynamical System Approach

نویسندگان

  • Ivan Tyukin
  • Cees van Leeuwen
  • Danil V. Prokhorov
چکیده

Superposition of sigmoid function over a finite time interval is shown to be equivalent to the linear combination of the solutions of a linearly parameterized system of logistic differential equations. Due to the linearity with respect to the parameters of the system, it is possible to design an effective procedure for parameter adjustment. Stability properties of this procedure are analyzed.

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عنوان ژورنال:
  • Neural computation

دوره 15 10  شماره 

صفحات  -

تاریخ انتشار 2003