Summary: A cooperative and supportive neural network proposed recently is considered. Time delays both in transmission of information from subsystems to main system as well as processing of information in subsystem itself are introduced into the network. Criteria on parameters of the system are obtained that establish the stability of the system independent of time delays. Examples are provided for illustration of results.