Chong, M; Postoyan, R; Nešić, D; Kuhlmann, L; Varsavsky, A
(IFAC - International Federation of Automatic Control, 2011-01-01)
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.