The nCREANN Linear and Non-Linear connectivity between brain regions for each frequency band and each group after surrogate testing is displayed. This means that the significant connections (those that exceeded 90% of the surrogate data) were averaged across subjects in each group for Linear and N...
The nCREANN Linear and Non-Linear connectivity between brain regions for each frequency band and each group after surrogate testing is displayed. This means that the significant connections (those that exceeded 90% of the surrogate data) were averaged across subjects in each group for Linear and N...
If nonlinearity is weak compared to linear dispersion, the energy transfers are dominated by resonant interactions, when the wavenumbers and frequencies of two waves sum respectively to the wavenumber and frequency of the third wave. Such interactions in internal wavefields are observed at play in ...
As a BIM advocate I have found myself trying to pull others into my linear workflow instead of working with their design workflow. In my last post “the Mechanic and the Designer“, I talked about my breakthrough on how I can support the less direct workflow used by designers. My new ...
We want to identify the patterns in the input data used by the GNN model to make a decision and examine if the model works as we desire. However, due to the complex data representation and non-linear transformations, explaining decisions made by GNNs is challenging. In this work, we ...
Cultural diversity refers to the presence of multiple cultural groups within a society, each with its own unique values, beliefs, practices, and customs. Cultural diversity can arise from differences in ethnicity, language, religion, geography, socioeconomic status, or other factors that shape a ...
These components are associated with one or more voice synthesis parameters, all of which are derived from audio recordings directly (i.e., the acoustic signal) and not from actual auditory features which is the subject of our study. Standardized psychoacoustic models map the non-linear ...
Afterwards, we repeated the previous regression analysis using a different gender diversity measure, namely the female ratio (the proportion of females on a management team), and included a (non-linear) squared term for the gender composition variable, as shown in the following expression:(6)Pit...
Explain simple linear regression in detail. Include examples to support the explanation. The key difference between the binomial and hypergeometric distribution is that, with the hypergeometric distribution \\ a. the trials are independent of each...
19 to adapt the linear-cubic model of Dudko et al.32 but allow force F to deform the original energy landscape by an amount of \(-{\delta }_{{{\rm{l}}}\gamma \left(F\right)\), the energy landscape takes the form of $$\triangle G\left({\delta }_{{{\rm{l}}},F\right)=...