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Compressive Sensing Using Iterative Hard Thresholding With Low Precision Data Representation: Theory and Applications.

, , , , , , , and . IEEE Trans. Signal Process., (2020)

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FPGA-Accelerated Analytics: From Single Nodes to Clusters., , and . Found. Trends Databases, 9 (2): 101-208 (2020)Exploiting HBM on FPGAs for Data Processing., , , , , and . ACM Trans. Reconfigurable Technol. Syst., 15 (4): 36:1-36:27 (2022)Tackling Hardware/Software co-design from a database perspective., , , , , , , and . CIDR, www.cidrdb.org, (2020)doppioDB 1.0: Machine Learning inside a Relational Engine., , , , and . IEEE Data Eng. Bull., 42 (2): 19-31 (2019)PipeArch: Generic and Context-Switch Capable Data Processing on FPGAs., and . ACM Trans. Reconfigurable Technol. Syst., 14 (1): 3:1-3:28 (2020)Centaur: A Framework for Hybrid CPU-FPGA Databases., , , and . FCCM, page 211-218. IEEE Computer Society, (2017)HyperLogLog Sketch Acceleration on FPGA., , , , , and . FPL, page 47-56. IEEE, (2020)Stochastic Gradient Descent without Full Data Shuffle., , , , , , , , , and 2 other author(s). CoRR, (2022)ZipML: An End-to-end Bitwise Framework for Dense Generalized Linear Models., , , , , and . CoRR, (2016)Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond., , and . CoRR, (2017)