1. Background on Neural Networks -- 2. BACKGROUND AND FEEDBACK LINEARIZATION OF DYNAMICAL SYSTEMS -- 3. NEURAL NETWORK CONTROL OF NONLINEAR SYSTEMS AND FEEDBACK LINEARIZATION -- 4. NEURAL NETWORK CONTROL OF UNCERTAIN NONLINEAR DISCRETE-TIME SYSTEMS WITH ACTUATOR NONLINEARITIES -- 5. OUTPUT FEEDBACK CONTROL OF STRICT FEEDBACK MIMO NONLINEAR MULTI-INPUT MULTI-OUTPUT DISCRETE-TIME SYSTEMS -- 6. NEURAL NETWORK CONTROL OF NONSTRICT FEEDBACK NONLINEAR SYSTEMS -- 7. SYSTEM IDENTIFICATION USING DISCRETE-TIME NEURAL NETWORKS -- 8. DISCRETE-TIME MODEL REFERENCE ADAPTIVE CONTROL USING NEURAL NETWORKS -- 9. NEURAL NETWORK CONTROL OF NONLINEAR SYSTEMS USING HJB FORMULATION -- 10. NEURAL NETWORK OUTPUT FEEDBACK CONTROLLER DESIGN AND EMBEDDED HARDWARE IMPLEMENTATION