Predictive dynamics of a two-way interactive Cooperative and Supportive Neural Network

The conventional Cooperative and Supportive Neural Network model is a hierarchical model with one-way interaction from the subsystem to the main system. This article proposes a two-way interactive Cooperative and Supportive Neural Network model, where the inputs are carried from subsystem to main system and main system to subsystem. The behaviour of the model is analyzed by establishing the results for the existence of equilibria and the global stability of the model at equilibria. The model's predictive dynamics are highlighted by establishing a result for estimating the inputs for a pre-defined output. The results obtained are verified through numerical examples.