The Promise and Challenge of Stochastic Computing
Alaghi, Armin, Qian, Weikang, Hayes, John P.
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.08.2018)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.08.2018)
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Journal Article
Stochastic circuits for real-time image-processing applications
Alaghi, Armin, Li, Cheng, Hayes, John P.
Published in 2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC) (29.05.2013)
Published in 2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC) (29.05.2013)
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Conference Proceeding
Energy-efficient hybrid stochastic-binary neural networks for near-sensor computing
Lee, Vincent T., Alaghi, Armin, Hayes, John P., Sathe, Visvesh, Ceze, Luis
Published in Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 (01.03.2017)
Published in Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 (01.03.2017)
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Conference Proceeding
Correlation manipulating circuits for stochastic computing
Lee, Vincent T., Alaghi, Armin, Ceze, Luis
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
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Conference Proceeding
A spectral transform approach to stochastic circuits
Alaghi, A., Hayes, J. P.
Published in 2012 IEEE 30th International Conference on Computer Design (ICCD) (01.09.2012)
Published in 2012 IEEE 30th International Conference on Computer Design (ICCD) (01.09.2012)
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Conference Proceeding
Behavior of stochastic circuits under severe error conditions
Chen, Te-Hsuan, Alaghi, Armin, Hayes, John P.
Published in Information technology (Munich, Germany) (28.08.2014)
Published in Information technology (Munich, Germany) (28.08.2014)
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Journal Article
Exploiting correlation in stochastic circuit design
Alaghi, Armin, Hayes, John P.
Published in 2013 IEEE 31st International Conference on Computer Design (ICCD) (01.10.2013)
Published in 2013 IEEE 31st International Conference on Computer Design (ICCD) (01.10.2013)
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Conference Proceeding
STRAUSS: Spectral Transform Use in Stochastic Circuit Synthesis
Alaghi, Armin, Hayes, John P.
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.11.2015)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.11.2015)
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Journal Article
MATIC: Learning around errors for efficient low-voltage neural network accelerators
Kim, Sung, Howe, Patrick, Moreau, Thierry, Alaghi, Armin, Ceze, Luis, Sathe, Visvesh
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
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Conference Proceeding
A Taxonomy of General Purpose Approximate Computing Techniques
Moreau, Thierry, San Miguel, Joshua, Wyse, Mark, Bornholt, James, Alaghi, Armin, Ceze, Luis, Enright Jerger, Natalie, Sampson, Adrian
Published in IEEE embedded systems letters (01.03.2018)
Published in IEEE embedded systems letters (01.03.2018)
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Journal Article
Fast and accurate computation using stochastic circuits
Alaghi, Armin, Hayes, John P.
Published in 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2014)
Published in 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2014)
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Conference Proceeding
POSTER: Application-Driven Near-Data Processing for Similarity Search
Lee, Vincent T., Mazumdar, Amrita, Del Mundo, Carlo C., Alaghi, Armin, Ceze, Luis, Oskin, Mark
Published in 2017 26th International Conference on Parallel Architectures and Compilation Techniques (PACT) (01.09.2017)
Published in 2017 26th International Conference on Parallel Architectures and Compilation Techniques (PACT) (01.09.2017)
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Conference Proceeding
Online NoC Switch Fault Detection and Diagnosis Using a High Level Fault Model
Alaghi, A., Karimi, N., Sedghi, M., Navabi, Z.
Published in 22nd IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems (DFT 2007) (01.09.2007)
Published in 22nd IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems (DFT 2007) (01.09.2007)
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Conference Proceeding
Scalable sampling methodology for logic simulation: reduced-ordered Monte Carlo
Yu, Chien-Chih, Alaghi, Armin, Hayes, John P.
Published in 2012 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (05.11.2012)
Published in 2012 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (05.11.2012)
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Conference Proceeding