Sökning: "Mark Clements"

Hittade 1 avhandling innehållade orden Mark Clements.

1. 1. Markov Chain Monte Carlo Methods and Applications in Neuroscience

   Författare :Federica Milinanni; Pierre Nyquist; Mark Clements; KTH; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Markov chain Monte Carlo; Large deviations; Subcellular pathway models; Markov chain Monte Carlo; Stora avvikelser; Subcellular pathway models; Tillämpad matematik och beräkningsmatematik; Applied and Computational Mathematics;

   Sammanfattning : An important task in brain modeling is that of estimating model parameters and quantifying their uncertainty. In this thesis we tackle this problem from a Bayesian perspective: we use experimental data to update the prior information about model parameters, in order to obtain their posterior distribution. LÄS MER