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Moreover, the proposed approach requires minimal computational time and power since 1D CNNs merge both feature extraction and classification tasks into a single learning block.
Given reference genomes, metagenomic reads and sequence identity and alignment length cutoffs, the goal of FR-HIT is to align the most reads to references with minimal computational time.
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Hence, this proposes a new computational unit based on logarithmic principle in order to achieve minimal computation time with optimal area consumption.
Since the total computational time is minimal when only one sweep is used, we have used only one sweep in the numerical experiments.
Via performance evaluation, they show that the improved protocol achieves strong security and at the same time requires minimal computational overhead.
The results of in-depth performance evaluation show that our protocol achieves strong security and at the same time requires minimal computational overhead.
The pilot design, together with the associated channel estimation method [26], succeeds in estimating all the channels involved in the transmission process and eliminate the cochannel interference, under given conditions, with minimal computational load, directly from the time-domain received samples, with no DFT/IDFT operations performed prior to the estimation filter.
The system is designed to run automatically to produce near real-time results and consume minimal computational resources until triggered by an extreme weather event.
The proposed object-based classification method provides robust results, uses minimal and readily available ancillary data, and reduces computational time.
In this work we study the influence of these parameters on both the simulation results and computation time, and provide guidelines for accurate Euler Lagrange bioreactor simulations at minimal computational cost.
Second, it reduces computational time by parallelizing MEME computations.
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CEO of Professional Science Editing for Scientists @ prosciediting.com