Abstract: We present in this paper on how we can replace the multipliers with basic operations like shifting and addition in the linear convolution method considering ease of implementation, making it ...

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We present a machine learning method based on random projections with Johnson-Lindenstrauss (JL) and/or Rahimi and Recht (2007) Random Fourier Features (RFFN) for efficiently learning linear and ...

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Abstract: Convolution is one of the fundamental operations of the signal processing system and it can be employed by types of multiplication. Here linear convolution is performed by Vedic multiplier ...