2 papers
cs.LG2024
A Novel Neural Filter to Improve Accuracy of Neural Network Models of Dynamic Systems
Parham Oveissi, Turibius Rozario, Ankit Goel
The application of neural networks in modeling dynamic systems has become prominent due to their ability to estimate complex nonlinear functions. Despite their effectiveness, neura…
eess.SY2022
A Tutorial on Neural Networks and Gradient-free Training
Turibius Rozario, Arjun Trivedi, Ankit Goel
This paper presents a compact, matrix-based representation of neural networks in a self-contained tutorial fashion. Specifically, we develop neural networks as a composition of sev…