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Mohammadreza Soltaniyeh
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Journal Articles
- 2022
- [j2]Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte:
An Accelerator for Sparse Convolutional Neural Networks Leveraging Systolic General Matrix-matrix Multiplication. ACM Trans. Archit. Code Optim. 19(3): 42:1-42:26 (2022) - 2018
- [j1]Mohammadreza Soltaniyeh, Ismail Kadayif, Ozcan Ozturk:
Classifying Data Blocks at Subpage Granularity With an On-Chip Page Table to Improve Coherence in Tiled CMPs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(4): 806-819 (2018)
Conference and Workshop Papers
- 2022
- [c4]Mohammadreza Soltaniyeh, Veronica Lagrange Moutinho dos Reis, Matthew Bryson, Xuebin Yao, Richard P. Martin, Santosh Nagarakatte:
Near-Storage Processing for Solid State Drive Based Recommendation Inference with SmartSSDs®. ICPE 2022: 177-186 - 2021
- [c3]Mohammadreza Soltaniyeh, Veronica Lagrange Moutinho dos Reis, Matthew Bryson, Richard P. Martin, Santosh Nagarakatte:
Near-Storage Acceleration of Database Query Processing with SmartSSDs. FCCM 2021: 265 - 2016
- [c2]Mohammadreza Soltaniyeh, Ismail Kadayif, Özcan Özturk:
Boosting performance of directory-based cache coherence protocols with coherence bypass at subpage granularity and a novel on-chip page table. Conf. Computing Frontiers 2016: 180-187 - 2013
- [c1]Kazem Cheshmi, Mohammadreza Soltaniyeh, Siamak Mohammadi, Jelena Trajkovic:
Quota setting router architecture for quality of service in GALS NoC. RSP 2013: 44-50
Informal and Other Publications
- 2024
- [i3]Hanqiu Chen, Yitu Wang, Luis Vitório Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao:
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. CoRR abs/2408.05614 (2024) - 2021
- [i2]Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte:
SPOTS: An Accelerator for Sparse CNNs Leveraging General Matrix-Matrix Multiplication. CoRR abs/2107.13386 (2021) - 2020
- [i1]Mohammadreza Soltaniyeh, Richard P. Martin, Santosh Nagarakatte:
Synergistic CPU-FPGA Acceleration of Sparse Linear Algebra. CoRR abs/2004.13907 (2020)
Coauthor Index
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