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Patrick Howe
Patrick Howe
Research Assistant, University of Washington
Verified email at uw.edu
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MATIC: Learning around errors for efficient low-voltage neural network accelerators
S Kim, P Howe, T Moreau, A Alaghi, L Ceze, V Sathe
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2018
622018
Energy-efficient neural network acceleration in the presence of bit-level memory errors
S Kim, P Howe, T Moreau, A Alaghi, L Ceze, VS Sathe
IEEE Transactions on Circuits and Systems I: Regular Papers 65 (12), 4285-4298, 2018
532018
QAPPA: A framework for navigating quality-energy tradeoffs with arbitrary quantization
T Moreau, F Augusto, P Howe, A Alaghi, L Ceze
Technical Report UW-CSE-17-03-02, 2017
102017
Exploiting quality-energy tradeoffs with arbitrary quantization: special session paper
T Moreau, F Augusto, P Howe, A Alaghi, L Ceze
Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on …, 2017
92017
Special session paper: exploiting quality-energy tradeoffs with arbitrary quantization
T Moreau, F Augusto, P Howe, A Alaghi, L Ceze
2017 International Conference on Hardware/Software Codesign and System …, 2017
2017
Special Session Paper: Exploiting ality-Energy Tradeoff s with Arbitrary antization
T Moreau, F Augusto, P Howe, A Alaghi, L Ceze
2017
MATIC: Adaptation and In-Situ Canaries for Energy-Efficient Neural Network Acceleration
S Kim, P Howe, T Moreau, A Alaghi, L Ceze, V Sathe
2.2 Energy Efficient Neural Networks
S Kim, P Howe, T Moreau, A Alaghi, L Ceze, V Sathe
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