Tensor Processing on FPGAs for Artificial Neural Networks

Project Information

TPANN

Grant agreement ID: 751339

DOI

10.3030/751339

Project closed

EC signature date 7 March 2017

Start date 1 May 2017

End date 30 April 2018

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 93 933,00

EU contribution

€ 93 933,00

Coordinated by

XILINX IRELAND UNLIMITED COMPANY
Ireland

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (3)

Scaling Neural Network Performance through Customized Hardware Architectures on Reconfigurable Logic

Author(s): Michaela Blott, Thomas B. PreuBer, Nicholas Fraser, Giulio Gambardella, Kenneth O'Brien, Yaman Umuroglu, Miriam Leeser
Published in: 2017 IEEE International Conference on Computer Design (ICCD), 2017, Page(s) 419-422, ISBN 978-1-5386-2254-4
Publisher: IEEE
DOI: 10.1109/ICCD.2017.73

Inference of quantized neural networks on heterogeneous all-programmable devices

Author(s): Thomas B. Preuser, Giulio Gambardella, Nicholas Fraser, Michaela Blott
Published in: 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, Page(s) 833-838, ISBN 978-3-9819263-0-9
Publisher: IEEE
DOI: 10.23919/DATE.2018.8342121

Generic and universal parallel matrix summation with a flexible compression goal for Xilinx FPGAs

Author(s): Thomas B. Preuser
Published in: 2017 27th International Conference on Field Programmable Logic and Applications (FPL), 2017, Page(s) 1-7, ISBN 978-9-0903-0428-1
Publisher: IEEE
DOI: 10.23919/FPL.2017.8056834