INDIAN INSTITUTE OF TECHNOLOGY TIRUPATI
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INDIAN INSTITUTE OF TECHNOLOGY TIRUPATI
भारतीय प्रौद्योगिकी संस्थान तिरुपति
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MATHEMATICS AND STATISTICS

Dr. Shilpak Banerjee

Assistant Professor

Areas of Interest

  • Ergodic Theory
  • Dynamical Systems
  • Foundations of mathematics
  • Differential Geometry
  • Machine Learning

Education

  • Ph.D, The Pennsylvania State University, University Park, USA

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.

shilpak@iittp.ac.in
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