Conference Proceedings
A nonlinear estimator for the activity of neuronal populations in the hippocampus
M Chong, R Postoyan, D Nešić, L Kuhlmann, A Varsavsky
18th IFAC World Congress | IFAC - International Federation of Automatic Control | Published : 2011
Abstract
We present an estimator design to reconstruct the mean membrane potential of individual neuronal populations from a single channel simulated electroencephalographic signal based on a model of the hippocampus. The robustness of the estimator against variations in the synaptic gains of the neuronal populations and disturbances in the input and measurement is studied. Our results are further illustrated in simulations.