Accelerating Machine-Learning Algorithms on FPGAs using Pattern-Based Decomposition

Signal Processing Systems, pp. 43-63, 2011.

Cited by: 6|Bibtex|Views7|DOI:https://doi.org/10.1007/s11265-008-0337-9
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Abstract:

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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