22 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.MS2020
Deep Learning Framework From Scratch Using Numpy
Andrei Nicolae
This work is a rigorous development of a complete and general-purpose deep learning framework from the ground up. The fundamental components of deep learning - automatic differenti…
cs.NE2018★ 22 cited
PLU: The Piecewise Linear Unit Activation Function
Andrei Nicolae
Successive linear transforms followed by nonlinear "activation" functions can approximate nonlinear functions to arbitrary precision given sufficient layers. The number of necessar…