Marc Berneman
Berneman, M., & Hexner, D. (2026). Training overdamped dynamics. arXiv preprint arXiv:2602.19122. Publication link
Berneman, M., & Hexner, D. (2026). Equilibrium propagation for dissipative dynamics. Advanced Intelligent Systems, e202501310. Publication link
Berneman, M., & Hexner, D. (2025). Designing precise dynamical steady states in disordered networks. Machine Learning: Science and Technology, 6(2), 025073. Publication link
Do, T., Berneman, M., Patro, J., Bekoulis, G., & Deligiannis, N. (2021). Context-Aware Deep Markov Random Fields for Fake News Detection. IEEE Access, 1-1. Publication link
Berneman, M., Pintelon Rik, & Lataire John (2021). A Frequency Domain Approach to Model Reference Control. IFAC-PapersOnLine, 54(7), 216-221. Publication link
Ambrosino, M., Berneman, M., Carbone, G., Crépin, R., Dawans, A., & Garone, E. (2020). Modeling and Control of 5-DoF Boom Crane. In Proceedings of the 37th International Symposium on Automation and Robotics in Construction (ISARC) (pp. 514-521). International Association for Automation and Robotics in Construction (IAARC). Publication link
The Poisson distribution and nuclear counting statistics
BJT transistor biasing as a switch (video)