MATHEMATICS AND STATISTICS
Dr. Shilpak Banerjee
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Assistant Professor
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Areas of Interest
- Ergodic Theory
- Dynamical Systems
- Foundations of mathematics
- Differential Geometry
- Machine Learning
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Education
- Ph.D, The Pennsylvania State University, University Park, USA
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Latest Publications
- Real-analytic realization of Uniform Circular Systems and some applications (with P. Kunde); Journal d'Analyse Mathématique (accepted).
- TanhSoft - Dynamic Trainable Activation Functions for Faster Learning and Better Performance (K. Biswas, S. Kumar, S. Banerjee, A. Pandey); IEEE Access, Volume 9, August 2021, pp. 120613 - 120623.
- EIS - Efficient and Trainable Activation Functions for Better Accuracy and Performance (K. Biswas, S. Kumar, S. Banerjee, A. Pandey); 30th International Conference on Artificial Neural Networks, 2021.
- Real-analytic AbC constructions on the torus (with P. Kunde); Ergodic Theory and Dynamical Systems, Volume 39, Issue 10, October 2019 , pp. 2643-2688.
- Revisiting the use of squared magnitude function for the optimal approximation of (1 + α)-order Butterworth filter (S. Mahata, S. Banerjee, R. Kar and D. Mandal); International Journal of Electronics and Communications, Volume 110, October 2019.
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