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Efficient FPGA Implementation of Approximate Singular Value Decomposition based on Shallow Neural Networks.
Hamoud Younes
Ali Ibrahim
Mostafa Rizk
Maurizio Valle
Published in:
AICAS (2021)
Keyphrases
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singular value decomposition
neural network
fpga implementation
singular values
low rank
latent semantic indexing
real time
dimensionality reduction
hardware implementation
principal component analysis
dimension reduction
least squares
data sets
machine learning
low rank matrix
error minimization