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This very basic graph implementation has a low memory footprint and can be used to determine structural parameters such as atom and bond count as well as number and size of rings in a molecule.
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Additionally, the CLC assembler has a low Random Access Memory (RAM) requirement, opposed to other popular de Bruijn graph assemblers that can require hundreds of gigabytes of RAM.
The speed is comparable to the conventional approaches based on the Double Description method and the algorithm is scalable, has a low and constant memory load, and can incorporate additional flux constraints to generate a full subset of EFMs of interest.
Wood has a low entropy.
This algorithm has a very low memory footprint and is highly computationally efficient.
Moreover, it has a very low memory footprint as the calculation in Equation (3) can be calculated via streaming one column of the depth matrix at a time.
"The public has a long memory.
The I-V measurements display satisfactory memory performance; they have a low threshold voltage, high ON/OFF ratio (106) and a low current value (10−4 A) at the ON state.
When a few representations within this network (e.g. the sight of blood or weapons, cognitions, like "I cannot do anything") become activated, the excitation will begin to spread through this interconnected excitatory network and activation of other trauma-related memory traces will have a low threshold see, e.g., [ 37].
This paper describes the generation of EFMs using a depth-first search strategy, which is exhaustive, has a constant and low memory load, and can be massively parallelized into independent sub-problems to take full advantage of loosely coupled grid computing infrastructures.
The resulting algorithm has low memory requirements, shows no surface effects even for extremely long walks and is well suited for modern computer architectures.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com