A learning algorithm for Hodgkin-Huxley type neuron models

A learning algorithm for conductance-based neuron models is derived in a similar way as those for continuous-time neural networks. The algorithm was used for estimating a region in the parameter space that reproduces a set of oscillation patterns at different levels of current injection.