AnScalable Matrix Computing Unit Architecture for FPGA,and SCUMO User Design Interface

AnScalable Matrix Computing Unit Architecture for FPGA,and SCUMO User Design Interface

High dimensional matrix algebra is essential in numerous signal processing and machine learning algorithms. This work describes a scalable square matrix-computing unit designed on the basis of circulant matrices. It optimizes data flow for the computation of any sequence of matrix operations removin...

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Bibliographic Details
Main Authors: Asgar Abbaszadeh, Taras Iakymchuk, Manuel Bataller-Mompeán, Jose V. Francés-Villora, Alfredo Rosado-Muñoz
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Electronics
Subjects:
matrix-computing unit
matrix processor
matrix arithmetic
circulant matrices
FPGA
hardware implementation
Online Access:http://www.mdpi.com/2079-9292/8/1/94

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