Parameter Estimation of Biological Neuron Models with Bursting and Spiking

In this brief, we present an estimator of the parameters of the Hindmarsh-Rose model using an adaptive observer. This estimator allows us to distinguish the firing patterns with early-time dynamic behaviors. The MATLAB simulations demonstrate the estimation performance of the proposed adaptive observer