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Parameter estimation and synthesis for systems biology: New algorithms for nonlinear and stochastic models

โœ Scribed by Sumit Jha; Alexandre Donze; Rupinder Khandpur; Joyeeta Dutta-Moscato; Qi Mi; Yoram Vodovotz; Gilles Clermont; Christopher Langmead


Book ID
113697265
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
43 KB
Volume
26
Category
Article
ISSN
0883-9441

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An algorithm for the estimation of stochastic processes in a neural system is presented. This process is defined here as the continuous stochastic process reflecting the dynamics of the neural system which has some inputs and generates output spike trains. The algorithm proposed here is to identify