ALAMO: FPGA acceleration of deep learning algorithms with a modularized RTL compiler

Author:

Ma Yufei,Suda Naveen,Cao Yu,Vrudhula Sarma,Seo Jae-sun

Funder

National Science Foundation

NSF I/UCRC

NSF

Samsung Advanced Institute of Technology

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Software

Reference33 articles.

1. Handwritten digit recognition with a back-propagation network;Cun,1990

2. ImageNet large-scale visual recognition challenge;Russakovsky,2015

3. Large-scale video classification with convolutional neural networks;Karpathy,2014

4. ImageNet classification with deep convolutional neural networks;Krizhevsky,2012

5. Network in network;Lin,2014

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