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Titlebook: Computational Science – ICCS 2024; 24th International C Leonardo Franco,Clélia de Mulatier,Peter M. A. Slo Conference proceedings 2024 The

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A Graph-Theory Based fMRI Analysiss approach, but there is also potential to uncover previously unidentified subgroups among both control subjects and those affected by the disease. These results suggest new avenues for understanding the neurobiological underpinnings of mild depression and for developing targeted interventions.
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Calculation of the Sigmoid Activation Function in FPGA Using Rational Fractions selection of the data width. The proposed module for calculation of the sigmoid activation function is shown to have high throughput and to occupy a relatively modest hardware volume compared to modules relying on piecewise polynomial approximation with fixed-point data.
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Density of Primes and Tauberian Theoremrithms using only one core achieve very good speedup over their sequential versions. The new algorithms have been parallelized using OpenMP in order to utilize multiple cores. For sufficiently large problem sizes, the parallel implementations of the algorithms achieve reasonable speedup against the vectorized ones.
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https://doi.org/10.1007/978-1-4684-0296-4on errors. Our comparisons include the most popular models and less-known mixed and reduced representations. According to our results, polar representation wins, although the halfplane invariant is also very successful. We complete the comparison with a brief discussion of the non-numerical advantages of various representations.
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