We use the fact that mutual information is a convex function of the channel matrix or noise distribution densities, respectively, and a concave function of the input distribution to deduce the existence of equilibrium points for certain channel strategies.
We consider the interplay between the internal and structural properties of the modules and the different possible inputs on them to deduce possible new functionalities as internal and external responses.
Forward mapping is applied on endo16 sequential logic equation to infer a novel temporal gene expression profile with a given temporal activity of cis-acting sites (input condition), whereas reverse mapping can be used to deduce possible input conditions from a given temporal gene expression profile (details in Methods).
Unlike previous studies, our goal was to quantitatively analyze the reliability of expression data for each transcript present on our arrays as we reduced input RNA material and thus to deduce a transcript dependent cut-off limit with respect to reliability.
By combining the classical and inverse approaches of the N-way HC-PLSR, we capture several interesting parts of the present complex input-output relationships, which are difficult to deduce directly from the model's differential equations.
The adversary will try to deduce information on the input of a particular user, say user 1.
The carbon and oxygen stable isotopic composition of the sediments, suspended-load river input and the carbonate bedrock can be used to deduce the origins of lacustrine carbonate (Mauger and Compton 2011).
A unique group method of data handling (GMDH) multilayer algorithm is used to deduce the relationship between groups of input variables and output functions.
A Matlab program was used to deduce and simplify the Boolean relations between input and output logical variables of the controller, whereas the correctness of Boolean function was verified by an Excel program.
The predictions are the input to the second information fusion module, called Fusion-1, where they are combined to deduce the emotional state of the user.
She encouraged us to deduce.
