Nishath Rajiv Ranasinghe

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 4

Top Topics

Network Architecture

Machine Learning

Activation Function

Top Venues

Publications

Lei Huang, Daniel Vrinceanu, Yunjiao Wang, Nalinda Kulathunga, Nishath Rajiv Ranasinghe
Discovering Nonlinear Dynamics Through Scientific Machine Learning. IntelliSys (1) (2021)
Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang
Effects of Nonlinearity and Network Architecture on the Performance of Supervised Neural Networks. Algorithms 14 (2) (2021)
Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang
Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models. CoRR (2020)
Lei Huang, Edward Clee, Nishath Rajiv Ranasinghe
Improving Seismic Wave Simulation and Inversion Using Deep Learning. SMC (2020)