FPGA-Based Sparse Matrix Multiplication Accelerators: From State-of-the-art to Future Opportunities
Published in ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2024
This survey reviews the state-of-the-art in sparse matrix multiplication on FPGAs, identifying architectural trends, bottlenecks, and opportunities for future research and design automation.
Recommended citation: Y. Liu, R. Chen, S. Li, J. Yang, S. Li, B. da Silva. "FPGA-Based Sparse Matrix Multiplication Accelerators: From State-of-the-art to Future Opportunities." ACM TRETS, 2024. DOI: 10.1145/3687480
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