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Sahand Salamat
Sahand Salamat
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Year
F5-hd: Fast flexible fpga-based framework for refreshing hyperdimensional computing
S Salamat, M Imani, B Khaleghi, T Rosing
Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019
722019
Rnsnet: In-memory neural network acceleration using residue number system
S Salamat, M Imani, S Gupta, T Rosing
2018 IEEE International Conference on Rebooting Computing (ICRC), 1-12, 2018
562018
Revisiting hyperdimensional learning for fpga and low-power architectures
M Imani, Z Zou, S Bosch, SA Rao, S Salamat, V Kumar, Y Kim, T Rosing
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
482021
Quanthd: A quantization framework for hyperdimensional computing
M Imani, S Bosch, S Datta, S Ramakrishna, S Salamat, JM Rabaey, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
452019
Sparsehd: Algorithm-hardware co-optimization for efficient high-dimensional computing
M Imani, S Salamat, B Khaleghi, M Samragh, F Koushanfar, T Rosing
2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019
402019
Fach: Fpga-based acceleration of hyperdimensional computing by reducing computational complexity
M Imani, S Salamat, S Gupta, J Huang, T Rosing
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
312019
Accelerating hyperdimensional computing on fpgas by exploiting computational reuse
S Salamat, M Imani, T Rosing
IEEE Transactions on Computers 69 (8), 1159-1171, 2020
242020
Workload-aware opportunistic energy efficiency in multi-fpga platforms
S Salamat, B Khaleghi, M Imani, T Rosing
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
212019
NASCENT: Near-storage acceleration of database sort on SmartSSD
S Salamat, A Haj Aboutalebi, B Khaleghi, JH Lee, YS Ki, T Rosing
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
172021
FPGA Acceleration of Sequence Alignment: A Survey
S Salamat, T Rosing
arXiv preprint arXiv:2002.02394, 2020
142020
Systematic approximate logic optimization using don't care conditions
S Salamat, M Ahmadi, B Alizadeh, M Fujita
2017 18th International Symposium on Quality Electronic Design (ISQED), 419-425, 2017
132017
FPGA Energy Efficiency by Leveraging Thermal Margin
B Khaleghi, S Salamat, M Imani, T Rosing
2019 IEEE 37th International Conference on Computer Design (ICCD), 376-384, 2019
112019
Hyperrec: Efficient recommender systems with hyperdimensional computing
Y Guo, M Imani, J Kang, S Salamat, J Morris, B Aksanli, Y Kim, T Rosing
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
92021
SHEARer highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation
B Khaleghi, S Salamat, A Thomas, F Asgarinejad, Y Kim, T Rosing
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020
92020
Residue-Net: Multiplication-free neural network by in-situ no-loss migration to residue number systems
S Salamat, S Shubhi, B Khaleghi, T Rosing
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
42021
A dynamic timing error avoidance technique using prediction logic in high-performance designs
M Ahmadi, S Salamat, B Alizadeh
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (3), 734-737, 2018
32018
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy
S Gupta, B Khaleghi, S Salamat, J Morris, R Ramkumar, J Yu, A Tiwari, ...
ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-25, 2022
12022
System and method for hierarchical sort acceleration near storage
S Salamat, H Zhang, JH Lee, YS Ki
US Patent 11,249,651, 2022
12022
NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD
S Salamat, H Zhang, YS Ki, T Rosing
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (2), 1-29, 2022
12022
Fpga acceleration of protein back-translation and alignment
S Salamat, J Kang, Y Kim, M Imani, N Moshiri, T Rosing
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 822-827, 2021
12021
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