James Hegarty | DeepAI

DeepAI

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Featured Co-authors

Benoit Steiner
15 publications
Hugh Leather
14 publications
Jacob Kahn
14 publications
Armin Alaghi
13 publications
Mostafa Elhoushi
8 publications
Shikhar Singh
6 publications
Amr Suleiman
5 publications
Omar Eldash
1 publication

research

∙ 10/24/2022

OLLA: Decreasing the Memory Usage of Neural Networks by Optimizing the Lifetime and Location of Arrays

The size of deep neural networks has grown exponentially in recent years...

0 Benoit Steiner, et al. ∙

research

∙ 10/23/2021

HWTool: Fully Automatic Mapping of an Extensible C++ Image Processing Language to Hardware

Implementing image processing algorithms using FPGAs or ASICs can improv...

0 James Hegarty, et al. ∙

research

∙ 08/27/2021

Using Graph Neural Networks to model the performance of Deep Neural Networks

With the unprecedented proliferation of machine learning software, there...

33 Shikhar Singh, et al. ∙