Sahand Salamat

According to our database, Sahand Salamat authored at least 24 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs.

Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

2022

NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD.

Sahand Salamat, Hui Zhang, Yang-Seok Ki, Tajana Rosing

ACM Trans. Reconfigurable Technol. Syst., 2022

Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing

ACM Trans. Embed. Comput. Syst., 2022

2021

Fast and Energy Efficient Big Data Processing on FPGAs

Sahand Salamat

PhD thesis, 2021

Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures.

Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD.

Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing

Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

FPGA Acceleration of Protein Back-Translation and Alignment.

Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems.

Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.

Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

QuantHD: A Quantization Framework for Hyperdimensional Computing.

Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse.

Sahand Salamat, Mohsen Imani, Tajana Rosing

IEEE Trans. Computers, 2020

SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation.

Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing

CoRR, 2020

FPGA Acceleration of Sequence Alignment: A Survey.

Sahand Salamat, Tajana Rosing

CoRR, 2020

SHEAR<i>er</i>: highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation.

Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Revisiting FPGA Routing under Varying Operating Conditions.

Behnam Khaleghi, Sahand Salamat, Tajana Simunic Rosing

Proceedings of the International Conference on Field-Programmable Technology, 2020

2019

A Dynamic Timing Error Avoidance Technique Using Prediction Logic in High-Performance Designs.

Mehrnaz Ahmadi, Sahand Salamat, Bijan Alizadeh

IEEE Trans. Very Large Scale Integr. Syst., 2019

FPGA Energy Efficiency by Leveraging Thermal Margin.

Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms.

Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing

Proceedings of the International Conference on Computer-Aided Design, 2019

F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing.

Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing.

Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity.

Mohsen Imani, Sahand Salamat, Saransh Gupta, Jiani Huang, Tajana Rosing

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018

RNSnet: In-Memory Neural Network Acceleration Using Residue Number System.

Sahand Salamat, Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

High-Level Synthesis of Non-Rectangular Multi-Dimensional Nested Loops Using Reshaping and Vectorization.

Sahand Salamat, Mohammad Reza Azarbad, Bijan Alizadeh

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

2017

Systematic approximate logic optimization using don't care conditions.

Sahand Salamat, Mehrnaz Ahmadi, Bijan Alizadeh, Masahiro Fujita

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017