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. https://doi.org/10.1109/TNNLS.2022.3187538
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. https://doi.org/10.1016/j.csbj.2024.01.017
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. https://doi.org/10.1109/TAC.2023.3244904
Mamalis, T., Stipanovic, D., & Voulgaris, P. G. (2023). Stochastic Learning Rate With Memory: Optimization in the Stochastic Approximation and Online Learning Settings. IEEE Control Systems Letters, 7, 419-424. https://doi.org/10.1109/LCSYS.2022.3186896
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. https://doi.org/10.1016/j.engappai.2023.105852