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Armin Alaghi
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Survey of stochastic computing
A Alaghi, JP Hayes
ACM Transactions on Embedded computing systems (TECS) 12 (2s), 1-19, 2013
5462013
Stochastic Circuits for Real-Time Image-Processing Applications
A Alaghi, C Li, JP Hayes
Design Automation Conference, 2013
2702013
The promise and challenge of stochastic computing
A Alaghi, W Qian, JP Hayes
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
1552017
Exploiting correlation in stochastic circuit design
A Alaghi, JP Hayes
2013 IEEE 31st International Conference on Computer Design (ICCD), 39-46, 2013
1542013
Energy-efficient hybrid stochastic-binary neural networks for near-sensor computing
VT Lee, A Alaghi, JP Hayes, V Sathe, L Ceze
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017, 13-18, 2017
1122017
Fast and accurate computation using stochastic circuits
A Alaghi, JP Hayes
2014 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-4, 2014
1122014
Online NoC switch fault detection and diagnosis using a high level fault model
A Alaghi, N Karimi, M Sedghi, Z Navabi
Defect and Fault-Tolerance in VLSI Systems, 2007. DFT'07. 22nd IEEE …, 2007
902007
A spectral transform approach to stochastic circuits
A Alaghi, JP Hayes
2012 IEEE 30th International Conference on Computer Design (ICCD), 315-321, 2012
582012
STRAUSS: Spectral transform use in stochastic circuit synthesis
A Alaghi, JP Hayes
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015
542015
A taxonomy of general purpose approximate computing techniques
T Moreau, J San Miguel, M Wyse, J Bornholt, A Alaghi, L Ceze, NE Jerger, ...
IEEE Embedded Systems Letters 10 (1), 2-5, 2017
522017
Correlation manipulating circuits for stochastic computing
VT Lee, A Alaghi, L Ceze
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2018
482018
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
422018
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
402018
Exploiting errors for efficiency: A survey from circuits to applications
P Stanley-Marbell, A Alaghi, M Carbin, E Darulova, L Dolecek, ...
ACM Computing Surveys (CSUR) 53 (3), 1-39, 2020
392020
On the Functions Realized by Stochastic Computing Circuits
A Alaghi, JP Hayes
Great Lakes Symposium on VLSI, 2015
312015
Online network-on-chip switch fault detection and diagnosis using functional switch faults.
N Karimi, A Alaghi, M Sedghi, Z Navabi
J. Univers. Comput. Sci. 14 (22), 3716-3736, 2008
312008
LightDB: A DBMS for virtual reality video
B Haynes, A Mazumdar, M Balazinska, L Ceze, A Cheung
Proceedings of the VLDB Endowment 11 (10), 2018
262018
Application codesign of near-data processing for similarity search
VT Lee, A Mazumdar, CC del Mundo, A Alaghi, L Ceze, M Oskin
2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018
222018
The logic of random pulses: Stochastic computing
A Alaghi
University of Michigan, 2015
212015
Architecture considerations for stochastic computing accelerators
VT Lee, A Alaghi, R Pamula, VS Sathe, L Ceze, M Oskin
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
202018
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