Amir Yazdanbakhsh
Amir Yazdanbakhsh
Research Scientist at Google Brain / Georgia Institute of Technology
Verified email at google.com
Title
Cited by
Cited by
Year
General-purpose code acceleration with limited-precision analog computation
R St Amant, A Yazdanbakhsh, J Park, B Thwaites, H Esmaeilzadeh, ...
ACM SIGARCH Computer Architecture News 42 (3), 505-516, 2014
1782014
AxBench: A multiplatform benchmark suite for approximate computing
A Yazdanbakhsh, D Mahajan, H Esmaeilzadeh, P Lotfi-Kamran
IEEE Design & Test 34 (2), 60-68, 2017
1162017
Tabla: A unified template-based framework for accelerating statistical machine learning
D Mahajan, J Park, E Amaro, H Sharma, A Yazdanbakhsh, JK Kim, ...
2016 IEEE International Symposium on High Performance Computer Architecture …, 2016
1072016
Neural acceleration for gpu throughput processors
A Yazdanbakhsh, J Park, H Sharma, P Lotfi-Kamran, H Esmaeilzadeh
Proceedings of the 48th International Symposium on Microarchitecture, 482-493, 2015
742015
Axilog: Language support for approximate hardware design
A Yazdanbakhsh, D Mahajan, B Thwaites, J Park, A Nagendrakumar, ...
Proceedings of the 2015 Design, Automation & Test in Europe Conference …, 2015
612015
Snapea: Predictive early activation for reducing computation in deep convolutional neural networks
V Akhlaghi, A Yazdanbakhsh, K Samadi, RK Gupta, H Esmaeilzadeh
2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018
582018
RFVP: Rollback-free value prediction with safe-to-approximate loads
A Yazdanbakhsh, G Pekhimenko, B Thwaites, H Esmaeilzadeh, O Mutlu, ...
ACM Transactions on Architecture and Code Optimization (TACO) 12 (4), 62, 2016
482016
Rollback-free value prediction with approximate loads
B Thwaites, G Pekhimenko, H Esmaeilzadeh, A Yazdanbakhsh, J Park, ...
2014 23rd International Conference on Parallel Architecture and Compilation …, 2014
452014
Ganax: A unified mimd-simd acceleration for generative adversarial networks
A Yazdanbakhsh, K Samadi, NS Kim, H Esmaeilzadeh
Proceedings of the 45th Annual International Symposium on Computer …, 2018
422018
Towards statistical guarantees in controlling quality tradeoffs for approximate acceleration
D Mahajan, A Yazdanbakhsh, J Park, B Thwaites, H Esmaeilzadeh
ACM SIGARCH Computer Architecture News 44 (3), 66-77, 2016
402016
ReLeQ: An Automatic Reinforcement Learning Approach for Deep Quantization of Neural Networks
A Yazdanbakhsh, AT Elthakeb, P Pilligundla, FSMH Esmaeilzadeh
arXiv preprint arXiv:1811.01704, 2018
35*2018
FlexiGAN: An end-to-end solution for FPGA acceleration of generative adversarial networks
A Yazdanbakhsh, M Brzozowski, B Khaleghi, S Ghodrati, K Samadi, ...
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing …, 2018
252018
Grater: An approximation workflow for exploiting data-level parallelism in FPGA acceleration
A Lotfi, A Rahimi, A Yazdanbakhsh, H Esmaeilzadeh, RK Gupta
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016
222016
Instruction reliability analysis for embedded processors
A Azarpeyvand, ME Salehi, F Firouzi, A Yazdanbakhsh, SM Fakhraie
13th IEEE Symposium on Design and Diagnostics of Electronic Circuits and …, 2010
202010
Mitigating the memory bottleneck with approximate load value prediction
A Yazdanbakhsh, B Thwaites, H Esmaeilzadeh, G Pekhimenko, O Mutlu, ...
IEEE Design & Test 33 (1), 32-42, 2016
192016
Prediction-based quality control for approximate accelerators
D Mahajan, A Yazdanbakhsh, J Park, B Thwaites, H Esmaeilzadeh
Second Workshop on Approximate Computing Across the System Stack, WACAS, 2015
152015
Dynamic soft error hardening via joint body biasing and dynamic voltage scaling
F Firouzi, A Yazdanbakhsh, H Dorosti, SM Fakhraie
2011 14th Euromicro Conference on Digital System Design, 385-392, 2011
132011
ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks
A Yazdanbakhsh, AT Elthakeb, P Pilligundla, FS Mireshghallah, ...
11*2018
Axilog: Abstractions for approximate hardware design and reuse
D Mahajan, K Ramkrishnan, R Jariwala, A Yazdanbakhsh, J Park, ...
IEEE Micro, 2015
112015
AxBench: A Benchmark Suite for Approximate Computing Across the System Stack
A Yazdanbakhsh, D Mahajan, P Lotfi-Kamran, H Esmaeilzadeh
Georgia Institute of Technology, 2016
102016
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