Dynamical Analysis of Neural Models

The brain is one of the most complex and sensitive organs of the body. The complexity ofthe brain and its activities can be modeled with mathematical approaches and examined atvarious scales, one can extend from the dynamics of a single neuron for neural activity toneural network activity. These microscopic (single neuron) and macroscopic (collectiveneuron) dynamics are a way of understanding the complexity of brain activity.In this article, we presented different dynamic models of the brain neurons and discussedthe different parameters of the models. Finally, we focused on the selected model ofHindmrash-Rose more and assessed the nonlinear dynamical behavior.

Dynamical Analysis of Neural Models Keywords:

Dynamical models , computational neuralnetwork , nonlinearbehavior , neuron