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 | 98 | 2019 |
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 | 87 | 2021 |
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 | 83 | 2019 |
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 | 74 | 2018 |
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 | 57 | 2019 |
Theranostic polymeric nanoparticles as a new approach in cancer therapy and diagnosis: a review SM Hosseini, J Mohammadnejad, S Salamat, ZB Zadeh, M Tanhaei, ... Materials Today Chemistry 29, 101400, 2023 | 50 | 2023 |
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 | 47 | 2021 |
Accelerating hyperdimensional computing on fpgas by exploiting computational reuse S Salamat, M Imani, T Rosing IEEE Transactions on Computers 69 (8), 1159-1171, 2020 | 47 | 2020 |
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 | 40 | 2019 |
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 | 23 | 2021 |
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 | 23 | 2019 |
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 | 18 | 2020 |
FPGA Acceleration of Sequence Alignment: A Survey S Salamat, T Rosing arXiv preprint arXiv:2002.02394, 2020 | 18 | 2020 |
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 | 16 | 2022 |
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 | 16 | 2019 |
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 | 16 | 2017 |
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 | 13 | 2021 |
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 | 7 | 2018 |
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 | 5 | 2022 |
Near-storage acceleration of dictionary decoding S Salamat, JH Lee, AHAJ ABOUTALEBI, P Krishnamoorthy, X Zhao, ... US Patent 11,791,838, 2023 | 4 | 2023 |