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pro vyhledávání: '"Constant matrix multiplication"'
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Akademický článek
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Publikováno v:
IEEE Transactions on Computers. 66:2072-2080
Constant matrix multiplication (CMM), i.e., the multiplication of a constant matrix with a vector, is a common operation in digital signal processing. It is a generalization of multiple constant multiplication (MCM) where a single variable is multipl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b69f6e2bcfcbf0df46e48c001a029e8b
https://doi.org/10.1109/tc.2017.2701365
https://doi.org/10.1109/tc.2017.2701365
Publikováno v:
ICECS
Constant matrix multiplication (CMM), i.e., the multiplication of a constant matrix with a vector, is a common operation in digital signal processing. The CMM operation can be realized multiplierless using only additions/subtractions and bit shifts.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e6c649d71de1af46fd06ac977aa208b7
https://doi.org/10.1109/icecs.2018.8617860
https://doi.org/10.1109/icecs.2018.8617860
Publikováno v:
IEEE Access, Vol 11, Pp 3881-3898 (2023)
Fast and resource-efficient inference in artificial neural networks (ANNs) is of utmost importance and drives many new developments in the area of new hardware architectures, e.g., by means of systolic arrays or algorithmic optimization such as pruni
Externí odkaz:
https://doaj.org/article/ce9a2532b1d44e83b3955f7b4c5ce19c
Conference
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Autor:
Martin Kumm
Publikováno v:
Multiple Constant Multiplication Optimizations for Field Programmable Gate Arrays ISBN: 9783658133221
This chapter deals with the problem of optimizing the multiplication of a constant matrix with a vector, the constant matrix multiplication (CMM) operation in a pipelined fashion (for an introduction of the CMM problem, see Section 2.3). Finding a PA
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aadc1214ff9ae33ae8aae228bb99afea
https://doi.org/10.1007/978-3-658-13323-8_6
https://doi.org/10.1007/978-3-658-13323-8_6
Autor:
Rothlauf, Franz, Branke, Jürgen, Cagnoni, Stefano, Costa, Ernesto, Cotta, Carlos, Drechsler, Rolf, Lutton, Evelyne, Machado, Penousal, Moore, Jason H., Romero, Juan, Smith, George D., Squillero, Giovanni, Takagi, Hideyuki, Kinane, Andrew, Muresan, Valentin, O'Connor, Noel
Publikováno v:
Applications of Evolutionary Computing; 2006, p296-307, 12p
Publikováno v:
ICECS
This paper reports the optimization of area and power for a 32-point radix-2 hybrid FFT (Fast Fourier Transform). The strategy consists of using the Constant Matrix Multiplication (CMM) method along the stages of the 8-point FFT architecture, which i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d5cce7704e8887ffd1173fae7184d6b0
https://doi.org/10.1109/icecs.2011.6122338
https://doi.org/10.1109/icecs.2011.6122338
Autor:
Oscar Gustafsson, Håkan Johansson
Publikováno v:
2006 Fortieth Asilomar Conference on Signals, Systems and Computers.
It is shown that polyphase decomposed FIR filters for rational sampling rate conversion can be viewed as a matrix multiplication and several parallel delay chains. The delay chains are placed before or after the matrix multiplication depending on whe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e011b4fe4ccf18278b2d9103f0e3f5f4
https://doi.org/10.1109/acssc.2006.354878
https://doi.org/10.1109/acssc.2006.354878