FPGA hardware linear regression implementation using fixed-point arithmetic-Reference-Cited by-同舟云学术

FPGA hardware linear regression implementation using fixed-point arithmetic

Published:2019 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 32nd Symposium on Integrated Circuits and Systems Design - SBCCI '19
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Author:

de Assis Pedrobon Ferreira Willian¹,Grout Ian²,da Silva Alexandre César Rodrigues¹

Affiliation:

1. São Paulo State University (UNESP), Brazil, Ilha Solteira

2. University of Limerick, Ireland, Limerick

Funder

Coordenacao de Aperfeicoamento de Pessoal de Nivel Superior

Publisher

ACM Press

Reference20 articles.

1. Juan José Rodríguez Andina, Eduardo De la Torre Arnanz, and Maria Dolores Valdes. 2017. FPGAs: Fundamentals, Advanced Features, and Applications in Industrial Electronics. CRC Press.

2. D. Chen and S. Ko. 2007. Design and Implementation of Decimal Reciprocal Unit. In 2007 Canadian Conference on Electrical and Computer Engineering. 1094--1097.

3. Lattice Semiconductor Corporation. 2009. DSP Guide for FPGAs.

4. Andreea-Ingrid Cross, Liucheng Guo, Wayne Luk, and Mark Salmon. 2018. CRRS: Custom Regression and Regularisation Solver for Large-Scale Linear Systems. 2018 28th International Conference on Field Programmable Logic and Applications (FPL) (2018), 389--3894.

5. J. Dean, D. Patterson, and C. Young. 2018. A New Golden Age in Computer Architecture: Empowering the Machine-Learning Revolution. IEEE Micro 38, 2 (Mar 2018), 21--29.

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