However, as the Benchmark dataset has different channel numbers, the values of the hyperparameters differ in these two cases. Table 5. Hyperparameters of FB-CCNN using the Nakanishi dataset and Benchmark dataset. For the Nakanishi dataset, the fixed value hyperparameter set is the same as ...
Solar energy is currently a very popular energy source because it is both clean and renewable. As a result, one of the main areas of research now is the investigation of solar absorbers with broad spectrum and high absorption efficiency. In this study, w
ContextThere is consensus that autism spectrum disorder (ASD) is accompanied by differences in neuroanatomy. However, the neural substrates of ASD during
The numbers in the table denote references to the equations explained in the previous sub-sections. Table 3. Summary of equations used by path-oriented routing-based models. Table 4. Summary of equations used by link-oriented routing-based models. Note that the RML phase has two possible ...
The reason is that the large spectrum idle probability indicates that there will be more interference-free spectrum access opportunities for the SN’s transmission, and the throughput of the CRSN will increase. In addition, more time allocated for spectrum sensing will result in less time for ...
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder characterized by difficulties in social communication and repetitive behaviors. The exact causes of ASD remain elusive and likely involve a combination of genetic, environmental, and neurobiological factors. Doctors often face challenges...
Besides the conventional dynamic programming [21] and game theory [22] based channel access approaches, model-free learning-based approaches are widely addressed. These researches intend to keep track of PUs’ channel usage status, and let SU either sense the most likely idle channel to avoid ...
2. Channel Model and Problem Formulation Let us consider a typical vehicle to infrastructure (V2I) communication scenario as shown in Figure 1, where the base stations (BSs) with low heights are deployed on both sides of the urban road and the vehicles, consisting of small cars and large tru...
Figure 1. Structure of proanthocyanidins showing A-type and B-type interflavanic bonds and the position of A and C rings along with the numbers of carbons involved in the C–O bounds. The biosynthesis, transport and polymerization of PACs, as well as the synthetic efforts made to obtain ...
Although the p.Arg283Trp variant did not impact the membrane targeting of CNGA3 channel in comparison with the wild-type protein, however, the homomeric CNGA3 with p.Asn276Ser variant showed a significantly reduced Manders’ overlap coefficient, indicating that the integration of CNGA3 channel ...