Babak Zamirai
Babak Zamirai
Graduate Research Assistant, Computer Science and Engineering, University of Michigan
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Rumba: An online quality management system for approximate computing
DS Khudia, B Zamirai, M Samadi, S Mahlke
Proceedings of the 42nd Annual International Symposium on Computer …, 2015
Deftnn: Addressing bottlenecks for dnn execution on gpus via synapse vector elimination and near-compute data fission
P Hill, A Jain, M Hill, B Zamirai, CH Hsu, MA Laurenzano, S Mahlke, ...
Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017
Quality Control for Approximate Accelerators by Error Prediction
DS Khudia, B Zamirai, M Samadi, S Mahlke
IEEE Design and Test 33 (1), 43-50, 2016
PolygraphMR: Enhancing the reliability and dependability of CNNs
S Latifi, B Zamirai, S Mahlke
2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020
Rethinking numerical representations for deep neural networks
P Hill, B Zamirai, S Lu, YW Chao, M Laurenzano, M Samadi, ...
Sieve: Speculative inference on the edge with versatile exportation
B Zamirai, S Latifi, P Zamirai, S Mahlke
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
Statistical Error Bounds for Data Parallel Applications
P Hill, M Laurenzano, B Zamirai, M Samadi, S Mahlke, J Mars, L Tang
Customized Systems of Deep Neural Networks for Energy Efficiency
B Zamirai
POSTER: Pairing Up CNNs for High Throughput Deep Learning
B Zamirai, S Latifi, S Mahlke
2019 28th International Conference on Parallel Architectures and Compilation …, 2019
Colony of NPUs: Scaling the Efficiency of Neural Accelerators
B Zamirai, DS Khudia, M Samadi, S Mahlke
MiCRo 50 Author index
A Jaleel, AJ Elmore, A Bhattacharjee, A Holmes, AJ McPadden, ...
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