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Armin Alaghi
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Publications
- 2019
- [i8]Vincent T. Lee, Archibald Samuel Elliott, Armin Alaghi, Luis Ceze:
Synthesizing Number Generators for Stochastic Computing using Mixed Integer Programming. CoRR abs/1902.05971 (2019) - 2018
- [j10]Thierry Moreau, Joshua San Miguel, Mark Wyse, James Bornholt, Armin Alaghi, Luis Ceze, Natalie D. Enright Jerger, Adrian Sampson:
A Taxonomy of General Purpose Approximate Computing Techniques. IEEE Embed. Syst. Lett. 10(1): 2-5 (2018) - [j9]Brandon Haynes, Amrita Mazumdar, Armin Alaghi, Magdalena Balazinska, Luis Ceze, Alvin Cheung:
LightDB: A DBMS for Virtual Reality Video. Proc. VLDB Endow. 11(10): 1192-1205 (2018) - [j7]Vincent T. Lee, Armin Alaghi, Rajesh Pamula, Visvesh S. Sathe, Luis Ceze, Mark Oskin:
Architecture Considerations for Stochastic Computing Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2277-2289 (2018) - [j6]Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh S. Sathe:
Energy-Efficient Neural Network Acceleration in the Presence of Bit-Level Memory Errors. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(12): 4285-4298 (2018) - [c25]Sung Kim, Patrick Howe, Thierry Moreau, Armin Alaghi, Luis Ceze, Visvesh Sathe:
MATIC: Learning around errors for efficient low-voltage neural network accelerators. DATE 2018: 1-6 - [c24]Vincent T. Lee, Armin Alaghi, Luis Ceze:
Correlation manipulating circuits for stochastic computing. DATE 2018: 1417-1422 - [c23]Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin:
Application Codesign of Near-Data Processing for Similarity Search. IPDPS 2018: 896-907 - [i7]Vincent T. Lee, Armin Alaghi, Luis Ceze:
Correlation Manipulating Circuits for Stochastic Computing. CoRR abs/1803.04862 (2018) - [i5]Vincent T. Lee, Armin Alaghi, Luis Ceze, Mark Oskin:
Stochastic Synthesis for Stochastic Computing. CoRR abs/1810.04756 (2018) - 2017
- [c22]Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin:
POSTER: Application-Driven Near-Data Processing for Similarity Search. PACT 2017: 132-133 - [c21]Thierry Moreau, Felipe Augusto, Patrick Howe, Armin Alaghi, Luis Ceze:
Exploiting quality-energy tradeoffs with arbitrary quantization: special session paper. CODES+ISSS 2017: 30:1-30:2 - [c20]Vincent T. Lee, Armin Alaghi, John P. Hayes, Visvesh Sathe, Luis Ceze:
Energy-efficient hybrid stochastic-binary neural networks for near-sensor computing. DATE 2017: 13-18 - [c19]Amrita Mazumdar, Armin Alaghi, Jonathan T. Barron, David Gallup, Luis Ceze, Mark Oskin, Steven M. Seitz:
A hardware-friendly bilateral solver for real-time virtual reality video. High Performance Graphics 2017: 13:1-13:10 - [c18]Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe:
Exploring computation-communication tradeoffs in camera systems. IISWC 2017: 177-186 - [c17]Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin:
Similarity Search on Automata Processors. IPDPS 2017: 523-534 - [i4]Vincent T. Lee, Armin Alaghi, John P. Hayes, Visvesh Sathe, Luis Ceze:
Energy-Efficient Hybrid Stochastic-Binary Neural Networks for Near-Sensor Computing. CoRR abs/1706.02344 (2017) - [i3]Amrita Mazumdar, Thierry Moreau, Sung Kim, Meghan Cowan, Armin Alaghi, Luis Ceze, Mark Oskin, Visvesh Sathe:
Exploring Computation-Communication Tradeoffs in Camera Systems. CoRR abs/1706.03864 (2017) - 2016
- [i2]Vincent T. Lee, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin, Ali Farhadi:
NCAM: Near-Data Processing for Nearest Neighbor Search. CoRR abs/1606.03742 (2016) - [i1]Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin:
Near Memory Similarity Search on Automata Processors. CoRR abs/1608.03175 (2016)
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