Weizmann Logo
ECCC
Electronic Colloquium on Computational Complexity

Under the auspices of the Computational Complexity Foundation (CCF)

Login | Register | Classic Style



REPORTS > AUTHORS > POORYA MIANJY:
All reports by Author Poorya Mianjy:

TR17-098 | 28th May 2017
Raman Arora, Amitabh Basu , Poorya Mianjy, Anirbit Mukherjee

Understanding Deep Neural Networks with Rectified Linear Units

Revisions: 2

In this paper we investigate the family of functions representable by deep neural networks (DNN) with rectified linear units (ReLU). We give the first-ever polynomial time (in the size of data) algorithm to train to global optimality a ReLU DNN with one hidden layer, assuming the input dimension and number ... more >>>




ISSN 1433-8092 | Imprint