Model-based smoothing of noisy voltage measurements. This code is released in
conjunction with the following publication 

  Huys QJ and Paninski L (2007): Model-based filtering of, and parameter
  estimation from, noisy biophysical observations. 
  (available at http://www.gatsby.ucl.ac.uk/~qhuys/pub.html)

and can be downloaded from 

  http://www.gatsby.ucl.ac.uk/~qhuys/code.html

SmoothVoltageData.m is a MATLAB m-file, which containts a few functions. 

It sets up a single-compartment cell with Hodgkin-Huxley channels, adds noise to
the voltage and then and runs a particle smoother on data to recover the
underlying voltage. 

To run it, add this folder to the MATLAB path, type 

	SmoothVoltageData

and hit return. 

Copyright Quentin Huys 2007 October 1st, 2007 
Center for Theoretical Neuroscience, Columbia University 
Email: qh  uys [at] gat s b y  [dot] u c l . ac. u k 
Web: http://www.gatsby.ucl.ac.uk/~qhuys
(just get rid of the spaces, replace [at] with @ and [dot] with .)