Sotabase

Career

· Research Scientist at Stanford Security Lab, Stanford University2024–
· Doctor of Philosophy (PhD) in Computer Science and Engineering, University of Michigan2009–2015
· Research Scientist, Meta Platforms
· Research Scientist, Oculus Research
· Affiliate Assistant Professor, University of Washington

Publications (64)

Survey of Stochastic Computing
TECS · 2013
547
cited
Stochastic circuits for real-time image-processing applications
Design Automation Conference · 2013
258
cited
The Promise and Challenge of Stochastic Computing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018
216
cited
Exploiting correlation in stochastic circuit design
ICCD · 2013
174
cited
Fast and accurate computation using stochastic circuits
Design, Automation and Test in Europe · 2014
113
cited
Energy-efficient hybrid stochastic-binary neural networks for near-sensor computing
Design, Automation and Test in Europe · 2017
108
cited
Online NoC Switch Fault Detection and Diagnosis Using a High Level Fault Model
IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems · 2007
79
cited
MATIC: Learning around errors for efficient low-voltage neural network accelerators
Design, Automation and Test in Europe · 2017
70
cited
Correlation manipulating circuits for stochastic computing
Design, Automation and Test in Europe · 2018
53
cited
Porcupine: a synthesizing compiler for vectorized homomorphic encryption
ACM-SIGPLAN Symposium on Programming Language Design and Implementation · 2021
50
cited
A spectral transform approach to stochastic circuits
ICCD · 2012
47
cited
Energy-Efficient Neural Network Acceleration in the Presence of Bit-Level Memory Errors
IEEE Transactions on Circuits and Systems Part 1: Regular Papers · 2018
45
cited
STRAUSS: Spectral Transform Use in Stochastic Circuit Synthesis
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2015
44
cited
A Taxonomy of General Purpose Approximate Computing Techniques
IEEE Embedded Systems Letters · 2018
34
cited
Architecture Considerations for Stochastic Computing Accelerators
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018
31
cited
Exploiting Errors for Efficiency
ACM Computing Surveys · 2020
28
cited
LightDB: A DBMS for Virtual Reality Video
Proceedings of the VLDB Endowment · 2018
28
cited
Exploiting Errors for Efficiency: A Survey from Circuits to Algorithms
arXiv.org · 2018
23
cited
Online Network-on-Chip Switch Fault Detection and Diagnosis Using Functional Switch Faults
Journal of universal computer science (Online) · 2008
23
cited
On the Functions Realized by Stochastic Computing Circuits
ACM Great Lakes Symposium on VLSI · 2015
23
cited
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