Parameter estimation of the network of FitzHugh-Nagumo neurons based on the speed-gradient and filtering.

The paper addresses the problem of parameter estimation (or identification) in dynamical networks composed of an arbitrary number of FitzHugh-Nagumo neuron models with diffusive couplings between each other. It is assumed that only the membrane poten…

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