Accelerating Machine-Learning Algorithms on FPGAs using Pattern-Based Decomposition
Signal Processing Systems, pp. 43-63, 2011.
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from super-linear increases in computational time with increasing data size and number of signals being processed (data dimension). Certain principal machine-learning algorithms are commonly...More
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