6 citations · 11 across the 3 of their papers we have counts for
2 papers
cs.NE2016
Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems
Charles Siegel, Jeff Daily, Abhinav Vishnu
We present novel techniques to accelerate the convergence of Deep Learning algorithms by conducting low overhead removal of redundant neurons -- apoptosis of neurons -- which do no…
cs.DC2014★ 5 cited
Fast Support Vector Machines Using Parallel Adaptive Shrinking on Distributed Systems
Jeyanthi Narasimhan, Abhinav Vishnu, Lawrence Holder +1
Support Vector Machines (SVM), a popular machine learning technique, has been applied to a wide range of domains such as science, finance, and social networks for supervised learni…