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In addition, since both RMSEs are very small, we conclude that the proposed ANFIS has captured the essential components of the underlying dynamics.
The purpose of the application is to test the interoperability and data transmission capabilities between HW components of the underlying FPGA technology.
In particular, we investigated the overheads associated with different components of the underlying J2EE architecture, which includes the Session Bean, Entity Bean, and the database.
In the following we summarise the main components of the underlying algorithm and refer the interested reader to Radice and Rezzolla (2012) and Radice et al. (2014a) for a more detailed description.
The analysis shows that (i) smearing is present in all three methods, (ii) smearing depends on the chosen number of principal components of the underlying PCA or PLS model and (iii) the extent of smearing increases for variables correlated in the training data for a well-chosen model order.
We find that the LFP and MUA spectral components on a wide frequency band (3 2000 Hz) are very differently modulated in time for successful reaching, successful and wrong stop trials, suggesting an interplay of local and distributed components of the underlying neural activity in different periods of the trials and for different behavioural outcomes.
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This lead to speculation that the accelerated influenza-specific antibody response was a critical component of the underlying protective mechanism in the accelerated resolution of infection in the PCN-treated mice.
In those games, we have also exported the topology of each component of the underlying intratype interaction network and applied the Girvan-Newman algorithmaximizingng the modularity to identify the different communities.
In this context, our findings could represent an important component of the underlying mechanism.
Due to the random component of the underlying algorithm the results have been averaged over five independent test runs.
The fact that the structures of Models 3 and 4 were able to accurately reproduce data, after being constrained by testing volume data, suggests that arrested immunity is very likely an important component of the underlying dynamics of chlamydia transmission.
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