3 citations
2 papers
cs.CV2019★ 3 cited
White Noise Analysis of Neural Networks
Ali Borji, Sikun Lin
A white noise analysis of modern deep neural networks is presented to unveil their biases at the whole network level or the single neuron level. Our analysis is based on two popula…
cs.LG2019★ 2 cited
Learn-able parameter guided Activation Functions
S. Balaji, T. Kavya, Natasha Sebastian
In this paper, we explore the concept of adding learn-able slope and mean shift parameters to an activation function to improve the total response region. The characteristics of an…