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We start by reviewing the use of previous international benchmarking work.
Many researchers are concerned that benchmarking work may foster negatively competitive sentiments in the research community and may, ultimately, impact on their careers by discouraging development of new tools.
In particular, the focus in this work is placed on obtaining insight on the behavior of the presented, learning schemes, whereas useful, indicative results from the benchmarking work, conducted in order to design and use an appropriate neural network structure, are also presented and discussed.
Benchmarking, work load characterization, performance metrics definition, and evaluation constitute a methodology by which the art engineers can build systems with well-defined performance requirements.
An EPSRC/JISC project on the costs of Cloud ran in tandem with this benchmarking work, with the first author of this paper contributing there also j.
IBM cites a paper it published showing that CNNs can be mapped efficiently to TrueNorth — but clearly more benchmarking work is needed.
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It is a benchmark work, uniquely bridging the gap in landscape history between design and planting and horticultural studies.
Beck Guero (Geffen) Beck's eighth album reunites the maverick songwriter with the Dust Brothers, the producers of his benchmark work, 1996's Odelay.
A Monetary History of the United States, 1867 1960, by Milton Friedman and Anna Schwartz (1963), which became the benchmark work of monetarism, criticized Keynesian fiscal measures along with all other attempts at fine-tuning the economy.
Ravishing swells in the third movement presaged the voluptuous sound world of his "Pr de ?'Apr Midi d'un Faune," a benchmark work well under way when Debussy wrote his sole quartet.
Elsewhere in non-fiction, The Origins of the Urban Crisis by Thomas J Sugrue is a benchmark work, but also check out Living for Change and The Next American Revolution by legendary Detroiter Grace Lee Boggs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com