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Anyway, despite the remarkable advantages concerning the computational speedup, computing with GPUs usually requires the development and the implementation of ad hoc algorithms, since GPU-based programming substantially differs from CPU-based computing; as a consequence, scientific applications of GPUs might undergo the risk of remaining a niche for few specialists.
Concerning the computational procedure, essential measures were taken to optimize convergence and computing time.
Concerning the computational efforts, per-frames approaches usually are based on a training step and classification step.
Related problems concerning the computational aspects of iterative calculations and best approximations based on fixed point theory have been also investigated.
Concerning the computational efforts, per-region approaches exhibit higher complexity, both in space and in time, than the per-pixel ones.
Concerning the computational efforts of the per-pixel processes, in [9] a good analysis is given: speed and memory usage of some widely used algorithms are taken into account.
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Now, we concern the computational complexity of the proposed algorithms.
From the performance perspective, we mainly concern the computational time and energy consumption of our protocols.
Integrative computational biology, in contrast, specifically concerns the computational interrogation and integration of diverse HTP molecular biology data.
Computational aspects: As far as the efficiency of the SFEM analysis is concerned, the computational costs of the SFEM analysis are summarized in Fig. 7.
Our present study concerns the computational prediction of immunogenic epitopes of the Saint Louis encephalitis virus and design of a synthetic peptide vaccine candidate.
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