Sequential estimation of intrinsic activity and synaptic input in single neurons by particle filtering with optimal importance density

Pau Closas, Antoni Guillamon

This paper deals with the problem of inferring the signals and parameters that cause neural activity to occur. The ultimate challenge being to unveil brain's connectivity, here we…