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Thus, it requires more computational time due to the PC generation overhead but less memory requirement (i.e., needing to store only one decoded frame) and better rate-distortion performance.
The key idea of using MB-level parallelism is due to its less memory requirement.
Among them, as the high robust, lower transmission costs, less memory requirement, and cheaper computation, the hashing based feature compression method attracts the most attention.
Thus, unlike IGV [ 4], RNASeqBrowser aggregates these exact reads into one, resulting in much less memory requirement and CPU processing time compared to IGV.
String graph-based approaches have the benefits of read coherence [ 11], less memory requirement, and successful experience in analyzing Sanger sequence data [ 23].
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The main motivation in [8] is the proposal of sub-optimal LDPC decoding algorithm of reduced complexity and less memory requirements for real implementation.
Because an accurate approximation of the true APPs is less critical for the proper operation of the EM algorithm, we propose a simpler approximation of the APP computation with roughly half the complexity of max-log MAP and with substantially less memory requirements.
In practical cases, algorithm ACSMF-simple should be preferred over algorithm ACSMF as (i) it has less memory requirements (see Theorem 3); and (ii) it avoids the construction of a series of data structures (see Section 3 in this regard).
The simulation results show that the proposed low-latency TSLM yields better PAPR reduction performance with relatively less hardware memory requirements.
The need of power management tends towards a quest to design simpler, energy efficient, optimized and flexible modelling techniques which itself are less power consuming and need less memory to fulfil the requirement of wireless sensor network environment.
Property Proposed [31] 12] Resiliency High Low Low Key establishment Guaranteed Not guaranteed Not guaranteed Scalability Scalable Authentication problem Not scalable Memory requirement Efficient Less efficient Efficient.
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CEO of Professional Science Editing for Scientists @ prosciediting.com