Neuroscience, Machine Learning, Optimization, Google Summer Of Code, Python.
fit existing biophysical models with improved accuracy by utilizing the Variable Separation Method (VSM) to distinguish parameters that enter in both, linear and non-linear manner, in the model. The estimation of non-linear parameters is a non-convex problem and is handled first. This is done by