Dušan Stipanović, Ph.D., is a Professor in the Coordinated Science Laboratory and Department of Industrial and Enterprise Systems Engineering at University of Illinois Urbana-Champaign. He received his B.S. in Electrical Engineering from the University of Belgrade, Serbia and his M.S.E.E. and Ph.D. in Electrical Engineering from Santa Clara University, California. Dr. Stipanović’s research interests include differential and difference equations, control and stability theory, neural networks, and differential games with applications in control of autonomous vehicles, machine learning and AI, precision agriculture, circuits, and medical robotics.
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Difference Equations and Machine Learning
Dušan Stipanović
Introduction.- Linear Difference Equations.- Nonlinear Difference Equations.- Stability and Chaotic Behaviors of Difference Equations.- Control of Difference Equations.- Applications to Neural Networks and Machine Learning.- Conclusions.
