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System on chip implementation of floating point matrix inversion using modified Gram-Schmidt based QR decomposition on PYNQ FPGA.

K. Venkata Siva KumarVenkata Reddy KopparthiSamrat L. SabatThulasiram Varma. KRangababu Peesapati
Published in: iSES (2021)
Keyphrases
  • floating point
  • matrix inversion
  • qr decomposition
  • instruction set
  • monte carlo
  • hardware implementation
  • least squares
  • computational cost
  • fixed point
  • embedded systems
  • singular value decomposition
  • kernel matrix