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Grout, Ian. Test access control for an embedded MAC unit-based core using IEEE Std 1687. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2021.
Test access control for an embedded MAC unit-based core using IEEE Std 1687
Name: Grout, Ian
Organization :
University of Limerick. Department of Electronic and Computer Engineering
Email :
Ian.Grout@ul.ie
keyword:
IEEE Standard 1687
Abstract:
A major move today in developing and
deploying embedded electronic systems is to include
trained machine learning (ML) models that can be used
for predicting new data in order to include added value
to the embedded system functionality. The ML model can
be implemented in software or hardware, and would
typically require a highly parallelized architecture in
order to reduce computation times. The design effort to
create a suitable implementation is non-trivial. However,
an aspect of the overall system development and
deployment requirements that can be overlooked is the
testability of the design hardware. In this paper, the test
access for a trained ML model implemented in hardware
as a MAC unit, and realized within a field programmable
gate array (FPGA), is presented. The IEEE Std 1687 to
provide access to embedded instrumentation is utilized to
support the test requirements. The ML trained model is
considered as an embedded computation core connected
to a host processor.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2021
Modified:
2023-03-22
Issued:
2023-03-22
บทความ/Article
application/pdf
BibliograpyCitation :
In Suranaree University of Technology and Electrical Engineering Academic Association. The 2021 International of Power, Energy, and Innovations (ICPEI 2021) (pp.179-182). Nakhon Ratchasima : Suranaree University of Technology
eng
©copyrights King Mongkut's University of Technology North Bangkok
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Grout, Ian
| Title | Contributor | Type |
|---|---|---|
| Test access control for an embedded MAC unit-based core using IEEE Std 1687
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Grout, Ian | บทความ/Article | |
| BIST design and implementation for a fixed-point arithmetic MAC unit within a systolic array
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Grout, Ian | บทความ/Article | |
| Testability considerations for custom processing- in-memory cores
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Grout, Ian | บทความ/Article | |
| Developing a test strategy for mathematics of arrays computation cores
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Grout, Ian;Mullin, Lenore | บทความ/Article | |
| Application of a fuzzy ARTMAP neural network for indoor air quality prediction
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Pedrobon Ferreira, Willian de Assis;Grout, Ian;Rodrigues da Silva, Alexandre Cesar | บทความ/Article |