6 citations · 14 across the 4 of their papers we have counts for
4 papers
ASU-CNN: An Efficient Deep Architecture for Image Classification and Feature Visualizations
Jamshaid Ul Rahman, Faiza Makhdoom, Dianchen Lu
Activation functions play a decisive role in determining the capacity of Deep Neural Networks as they enable neural networks to capture inherent nonlinearities present in data fed…
Amplifying Sine Unit: An Oscillatory Activation Function for Deep Neural Networks to Recover Nonlinear Oscillations Efficiently
Jamshaid Ul Rahman, Faiza Makhdoom, Dianchen Lu
Many industrial and real life problems exhibit highly nonlinear periodic behaviors and the conventional methods may fall short of finding their analytical or closed form solutions.…
Traveling Wave Solutions for Space-Time Fractional Nonlinear Evolution Equations
M. G. Hafez, Dianchen Lu
Space time fractional nonlinear evolution equations have been widely applied for describing various types of physical mechanism of natural phenomena in mathematical physics and eng…
Computing the Solutions of the Combined Korteweg-de Vries Equation by Turing Machines
Dianchen Lu, Qingyan Wang, Rui Zheng
In this paper, we study the computability of the initial value problem of the Combined KdV equation. It is shown that, for any integer s>2, the nonlinear solution operator which ma…