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2020 – today
- 2023
[j13]Berivan Isik
, Kristy Choi, Xin Zheng, Tsachy Weissman, Stefano Ermon, H.-S. Philip Wong, Armin Alaghi:
Neural Network Compression for Noisy Storage Devices. ACM Trans. Embed. Comput. Syst. 22(3): 58:1-58:29 (2023)- 2022
- [j12]Armin Alaghi, Eva Darulova, Andreas Gerstlauer, Phillip Stanley-Marbell:
Introduction to the Special Issue on Approximate Systems. ACM Trans. Design Autom. Electr. Syst. 27(2): 10:1-10:2 (2022) - [i15]Hsuan Hsiao, Vincent T. Lee, Brandon Reagen, Armin Alaghi:
Homomorphically Encrypted Computation using Stochastic Encodings. CoRR abs/2203.02547 (2022) - [i14]Shaowei Zhu, Hyo Jin Kim, Maurizio Monge, G. Edward Suh, Armin Alaghi, Brandon Reagen, Vincent T. Lee:
Verifiable Access Control for Augmented Reality Localization and Mapping. CoRR abs/2203.13308 (2022) - 2021
- [j11]Phillip Stanley-Marbell, Armin Alaghi, Michael Carbin, Eva Darulova, Lara Dolecek, Andreas Gerstlauer, Ghayoor Gillani, Djordje Jevdjic, Thierry Moreau, Mattia Cacciotti, Alexandros Daglis, Natalie D. Enright Jerger, Babak Falsafi, Sasa Misailovic, Adrian Sampson, Damien Zufferey:
Exploiting Errors for Efficiency: A Survey from Circuits to Applications. ACM Comput. Surv. 53(3): 51:1-51:39 (2021) - [c28]Deeksha Dangwal, Vincent T. Lee, Hyo Jin Kim, Tianwei Shen, Meghan Cowan, Rajvi Shah, Caroline Trippel, Brandon Reagen, Timothy Sherwood, Vasileios Balntas, Armin Alaghi, Eddy Ilg:
Mitigating Reverse Engineering Attacks on Local Feature Descriptors. BMVC 2021: 106 - [c27]Meghan Cowan, Deeksha Dangwal, Armin Alaghi, Caroline Trippel, Vincent T. Lee, Brandon Reagen:
Porcupine: a synthesizing compiler for vectorized homomorphic encryption. PLDI 2021: 375-389 - [i13]Meghan Cowan, Deeksha Dangwal, Armin Alaghi, Caroline Trippel, Vincent T. Lee, Brandon Reagen:
Porcupine: A Synthesizing Compiler for Vectorized Homomorphic Encryption. CoRR abs/2101.07841 (2021) - [i12]Berivan Isik, Kristy Choi, Xin Zheng, Tsachy Weissman, Stefano Ermon, H.-S. Philip Wong, Armin Alaghi:
Neural Network Compression for Noisy Storage Devices. CoRR abs/2102.07725 (2021) - [i11]Deeksha Dangwal, Meghan Cowan, Armin Alaghi, Vincent T. Lee, Brandon Reagen, Caroline Trippel:
SoK: Opportunities for Software-Hardware-Security Codesign for Next Generation Secure Computing. CoRR abs/2105.00378 (2021) - [i10]Deeksha Dangwal, Vincent T. Lee, Hyo Jin Kim, Tianwei Shen, Meghan Cowan, Rajvi Shah, Caroline Trippel, Brandon Reagen, Timothy Sherwood, Vasileios Balntas, Armin Alaghi, Eddy Ilg:
Analysis and Mitigations of Reverse Engineering Attacks on Local Feature Descriptors. CoRR abs/2105.03812 (2021) - [i9]James Hegarty, Omar Eldash, Amr Suleiman, Armin Alaghi:
HWTool: Fully Automatic Mapping of an Extensible C++ Image Processing Language to Hardware. CoRR abs/2110.12106 (2021) - 2020
- [c26]Deeksha Dangwal, Meghan Cowan, Armin Alaghi, Vincent T. Lee, Brandon Reagen, Caroline Trippel:
SoK: Opportunities for Software-Hardware-Security Codesign for Next Generation Secure Computing. HASP@MICRO 2020: 8:1-8:9
2010 – 2019
- 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) - [j8]Armin Alaghi, Weikang Qian, John P. Hayes:
The Promise and Challenge of Stochastic Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(8): 1515-1531 (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) - [i6]Phillip Stanley-Marbell, Armin Alaghi, Michael Carbin, Eva Darulova, Lara Dolecek, Andreas Gerstlauer, Ghayoor Gillani, Djordje Jevdjic, Thierry Moreau, Mattia Cacciotti, Alexandros Daglis, Natalie D. Enright Jerger, Babak Falsafi, Sasa Misailovic, Adrian Sampson, Damien Zufferey:
Exploiting Errors for Efficiency: A Survey from Circuits to Algorithms. CoRR abs/1809.05859 (2018) - [i5]Vincent T. Lee, Armin Alaghi, Luis Ceze, Mark Oskin:
Stochastic Synthesis for Stochastic Computing. CoRR abs/1810.04756 (2018) - 2017
- [j5]Armin Alaghi, Wei-Ting Jonas Chan, John P. Hayes, Andrew B. Kahng, Jiajia Li:
Trading Accuracy for Energy in Stochastic Circuit Design. ACM J. Emerg. Technol. Comput. Syst. 13(3): 47:1-47:30 (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) - 2015
- [b1]Armin Alaghi:
The Logic of Random Pulses: Stochastic Computing. University of Michigan, USA, 2015 - [j4]Armin Alaghi, John P. Hayes:
STRAUSS: Spectral Transform Use in Stochastic Circuit Synthesis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(11): 1770-1783 (2015) - [c16]Armin Alaghi, John P. Hayes:
On the Functions Realized by Stochastic Computing Circuits. ACM Great Lakes Symposium on VLSI 2015: 331-336 - [c15]Armin Alaghi, Wei-Ting Jonas Chan, John P. Hayes, Andrew B. Kahng, Jiajia Li:
Optimizing Stochastic Circuits for Accuracy-Energy Tradeoffs. ICCAD 2015: 178-185 - [c14]Armin Alaghi, John P. Hayes:
Dimension reduction in statistical simulation of digital circuits. SpringSim (TMS-DEVS) 2015: 1-8 - 2014
- [j3]Te-Hsuan Chen, Armin Alaghi, John P. Hayes:
Behavior of stochastic circuits under severe error conditions. it Inf. Technol. 56(4): 182-191 (2014) - [c13]Armin Alaghi, John P. Hayes:
Fast and accurate computation using stochastic circuits. DATE 2014: 1-4 - 2013
- [j2]Armin Alaghi, John P. Hayes:
Survey of Stochastic Computing. ACM Trans. Embed. Comput. Syst. 12(2s): 92:1-92:19 (2013) - [c12]Armin Alaghi, Cheng Li, John P. Hayes:
Stochastic circuits for real-time image-processing applications. DAC 2013: 136:1-136:6 - [c11]Armin Alaghi, John P. Hayes:
Exploiting correlation in stochastic circuit design. ICCD 2013: 39-46 - 2012
- [c10]Chien-Chih Yu, Armin Alaghi, John P. Hayes:
Scalable sampling methodology for logic simulation: Reduced-Ordered Monte Carlo. ICCAD 2012: 195-201 - [c9]Armin Alaghi, John P. Hayes:
A spectral transform approach to stochastic circuits. ICCD 2012: 315-321 - 2011
- [c8]Alexandru Paler, Armin Alaghi, Ilia Polian, John P. Hayes:
Tomographic Testing and Validation of Probabilistic Circuits. ETS 2011: 63-68
2000 – 2009
- 2008
- [j1]Naghmeh Karimi, Armin Alaghi, Mahshid Sedghi, Zainalabedin Navabi:
Online Network-on-Chip Switch Fault Detection and Diagnosis Using Functional Switch Faults. J. Univers. Comput. Sci. 14(22): 3716-3736 (2008) - [c7]Armin Alaghi, Mahshid Sedghi, Naghmeh Karimi, Mahmood Fathy, Zainalabedin Navabi:
Reliable NoC architecture utilizing a robust rerouting algorithm. EWDTS 2008: 200-203 - [c6]Armin Alaghi, Mahshid Sedghi, Naghmeh Karimi, Zainalabedin Navabi:
NoC Reconfiguration for Utilizing the Largest Fault-free Connected Sub-structure. ITC 2008: 1 - [c5]Mahshid Sedghi, Elnaz Koopahi, Armin Alaghi, Mahmood Fathy, Zainalabedin Navabi:
An NoC Test Strategy Based on Flooding with Power, Test Time and Coverage Considerations. VLSI Design 2008: 409-414 - 2007
- [c4]Mahshid Sedghi, Armin Alaghi, Elnaz Koopahi, Zainalabedin Navabi:
An HDL-Based Platform for High Level NoC Switch Testing. ATS 2007: 453-458 - [c3]Armin Alaghi, Naghmeh Karimi, Mahshid Sedghi, Zainalabedin Navabi:
Online NoC Switch Fault Detection and Diagnosis Using a High Level Fault Mode. DFT 2007: 21-30 - 2006
- [c2]Armin Alaghi, Mahnaz Sadoughi Yarandi, Zainalabedin Navabi:
An Optimum ORA BIST for Multiple Fault FPGA Look-Up Table Testing. ATS 2006: 293-298 - [c1]Mahnaz Sadoughi Yarandi, Armin Alaghi, Zainalabedin Navabi:
An Optimized BIST Architecture for FPGA Look-Up Table Testing. ISVLSI 2006: 420-421
Coauthor Index
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