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Dusan M Stipanovic


Additional Campus Affiliations

Professor, Industrial and Enterprise Systems Engineering
Professor, Information Trust Institute
Professor, Mechanical Science and Engineering
Professor, Coordinated Science Lab
Arthur Davis Faculty Scholar, Industrial and Enterprise Systems Engineering

Recent Publications

Amrouche, M., & Stipanovic, D. M. (2024). A Formal Characterization of Activation Functions in Deep Neural Networks. IEEE Transactions on Neural Networks and Learning Systems, 35(2), 2153-2166.

Nisar, H., Annamraju, S., Deka, S. A., Horowitz, A., & Stipanović, D. M. (2024). Robotic mirror therapy for stroke rehabilitation through virtual activities of daily living. Computational and Structural Biotechnology Journal, 24, 126-135.

Li, Y., Voulgaris, P. G., Stipanović, D. M., & Freris, N. M. (2023). Communication Efficient Curvature Aided Primal-Dual Algorithms for Decentralized Optimization. IEEE Transactions on Automatic Control, 68(11), 6573-6588.

Mamalis, T., Stipanovic, D., & Voulgaris, P. (2023). Stochastic Learning Rate With Memory: Optimization in the Stochastic Approximation and Online Learning Settings. IEEE Control Systems Letters, 7, 419-424.

Micev, M., Ćalasan, M., Stipanović, D., & Radulović, M. (2023). Modeling the relation between the AVR setpoint and the terminal voltage of the generator using artificial neural networks. Engineering Applications of Artificial Intelligence, 120, Article 105852.

View all publications on Illinois Experts