Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378977140> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4378977140 abstract "Matrix operations are widely available in various engineering and scientific computing applications; however, the calculation efficiency depends on the input data density. These operations cannot complete the calculation using only one inner/outer product method. Meanwhile, most of the current computational accelerator architectures use synchronous clock circuits. As the technology approaches its limit and the scale of the circuit increases, the disadvantage of clock circuits becomes more and more obvious. Clock circuits fail to meet the very low power requirements of specific fields. To address this problem, this paper proposes an asynchronous computing architecture that supports matrix computing micro-instructions. It selects the appropriate calculation method by sensing the data density. For SPGEMM, a two-way condensation technique is adopted to solve the problem of data volume. A “one-to-one” merge strategy to reduce the uncertainty of the merge process is further proposed. For SRAM, an asynchronous management mechanism is developed to ensure the uniformity of the overall architecture. Finally, the area of this architecture is 17.3 mm <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> , and the power demand is only 0.00468 W in the 110-nm process. This research evaluates the device on the SuiteSparse set and random matrix set, it also achieves 62.3×, and 11.25× energy savings over OuterSPACE and SpArch, respectively." @default.
- W4378977140 created "2023-06-02" @default.
- W4378977140 creator A5010262106 @default.
- W4378977140 creator A5020438973 @default.
- W4378977140 creator A5025478034 @default.
- W4378977140 creator A5045333131 @default.
- W4378977140 date "2023-04-07" @default.
- W4378977140 modified "2023-09-26" @default.
- W4378977140 title "An asynchronous architecture based on matrix operation" @default.
- W4378977140 cites W2003168947 @default.
- W4378977140 cites W2033646909 @default.
- W4378977140 cites W2035080386 @default.
- W4378977140 cites W2071429830 @default.
- W4378977140 cites W2153039279 @default.
- W4378977140 cites W2198316478 @default.
- W4378977140 cites W2496152930 @default.
- W4378977140 cites W2794952988 @default.
- W4378977140 cites W3016542674 @default.
- W4378977140 cites W3016735325 @default.
- W4378977140 cites W3016832937 @default.
- W4378977140 cites W3016904661 @default.
- W4378977140 doi "https://doi.org/10.1109/iccea58433.2023.10135193" @default.
- W4378977140 hasPublicationYear "2023" @default.
- W4378977140 type Work @default.
- W4378977140 citedByCount "0" @default.
- W4378977140 crossrefType "proceedings-article" @default.
- W4378977140 hasAuthorship W4378977140A5010262106 @default.
- W4378977140 hasAuthorship W4378977140A5020438973 @default.
- W4378977140 hasAuthorship W4378977140A5025478034 @default.
- W4378977140 hasAuthorship W4378977140A5045333131 @default.
- W4378977140 hasConcept C113775141 @default.
- W4378977140 hasConcept C118524514 @default.
- W4378977140 hasConcept C119599485 @default.
- W4378977140 hasConcept C120314980 @default.
- W4378977140 hasConcept C127413603 @default.
- W4378977140 hasConcept C134146338 @default.
- W4378977140 hasConcept C134652429 @default.
- W4378977140 hasConcept C137059387 @default.
- W4378977140 hasConcept C149635348 @default.
- W4378977140 hasConcept C151319957 @default.
- W4378977140 hasConcept C173608175 @default.
- W4378977140 hasConcept C31258907 @default.
- W4378977140 hasConcept C41008148 @default.
- W4378977140 hasConcept C459310 @default.
- W4378977140 hasConcept C60501442 @default.
- W4378977140 hasConcept C76155785 @default.
- W4378977140 hasConceptScore W4378977140C113775141 @default.
- W4378977140 hasConceptScore W4378977140C118524514 @default.
- W4378977140 hasConceptScore W4378977140C119599485 @default.
- W4378977140 hasConceptScore W4378977140C120314980 @default.
- W4378977140 hasConceptScore W4378977140C127413603 @default.
- W4378977140 hasConceptScore W4378977140C134146338 @default.
- W4378977140 hasConceptScore W4378977140C134652429 @default.
- W4378977140 hasConceptScore W4378977140C137059387 @default.
- W4378977140 hasConceptScore W4378977140C149635348 @default.
- W4378977140 hasConceptScore W4378977140C151319957 @default.
- W4378977140 hasConceptScore W4378977140C173608175 @default.
- W4378977140 hasConceptScore W4378977140C31258907 @default.
- W4378977140 hasConceptScore W4378977140C41008148 @default.
- W4378977140 hasConceptScore W4378977140C459310 @default.
- W4378977140 hasConceptScore W4378977140C60501442 @default.
- W4378977140 hasConceptScore W4378977140C76155785 @default.
- W4378977140 hasLocation W43789771401 @default.
- W4378977140 hasOpenAccess W4378977140 @default.
- W4378977140 hasPrimaryLocation W43789771401 @default.
- W4378977140 hasRelatedWork W1513409726 @default.
- W4378977140 hasRelatedWork W1561560534 @default.
- W4378977140 hasRelatedWork W2104603305 @default.
- W4378977140 hasRelatedWork W2242574529 @default.
- W4378977140 hasRelatedWork W2313989154 @default.
- W4378977140 hasRelatedWork W2364921833 @default.
- W4378977140 hasRelatedWork W2888918673 @default.
- W4378977140 hasRelatedWork W3011151575 @default.
- W4378977140 hasRelatedWork W4242837953 @default.
- W4378977140 hasRelatedWork W4280528130 @default.
- W4378977140 isParatext "false" @default.
- W4378977140 isRetracted "false" @default.
- W4378977140 workType "article" @default.