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Configurable sparse matrix - matrix multiplication accelerator on FPGA: A systematic design space exploration approach with quantization effects
Reference
G. Noble, S. Nalesh, S. Kala, Akash Kumar, "Configurable sparse matrix - matrix multiplication accelerator on FPGA: A systematic design space exploration approach with quantization effects", In Alexandria Engineering Journal, vol. 91, pp. 84-94, 2024. [doi]
Bibtex
@article{NOBLE202484,
title = {Configurable sparse matrix - matrix multiplication accelerator on FPGA: A systematic design space exploration approach with quantization effects},
journal = {Alexandria Engineering Journal},
volume = {91},
pages = {84-94},
year = {2024},
issn = {1110-0168},
doi = {https://doi.org/10.1016/j.aej.2024.01.075},
url = {https://www.sciencedirect.com/science/article/pii/S1110016824001145},
author = {G. Noble and S. Nalesh and S. Kala and Akash Kumar},
keywords = {Accelerator, FPGA, Outer product, Sparse matrix multiplication, SpGEMM, Quantization},
}
title = {Configurable sparse matrix - matrix multiplication accelerator on FPGA: A systematic design space exploration approach with quantization effects},
journal = {Alexandria Engineering Journal},
volume = {91},
pages = {84-94},
year = {2024},
issn = {1110-0168},
doi = {https://doi.org/10.1016/j.aej.2024.01.075},
url = {https://www.sciencedirect.com/science/article/pii/S1110016824001145},
author = {G. Noble and S. Nalesh and S. Kala and Akash Kumar},
keywords = {Accelerator, FPGA, Outer product, Sparse matrix multiplication, SpGEMM, Quantization},
}
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