Efficient hardware-accelerated pseudoinverse computation through algorithm restructuring for parallelization in high-level synthesis

This paper describes a fast and efficient hardware-accelerated pseudoinverse computation through algorithm restructuring and leveraging FPGA synthesis directives for parallelism prior to high-level synthesis (HLS). The algorithm, which is composed of modified Gram–Schmidt QR decomposition (MGS-QRD),...

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Bibliographic Details
Main Authors: Tan, Chong Yeam, Ooi, Chia Yee, Choo, Hau Sim, Ismail, Nordinah
Format: Article
Published: John Wiley and Sons Ltd 2022
Subjects: