Participants are asked to predict the relative expression of a small subset of genes (prediction targets) in one of the deletion strains (prediction strain), given complete expression data for all four strains except the expression data for the prediction targets in the prediction strain.
Our model predicts profound defects in lipid biosynthesis in mammary epithelial cells from Akt1 null mice in the presence of normal milk protein expression, a prediction that is consistent with the recent analysis of lactation defects in the Akt1 knockout mouse [ 103].
Because sensory feedforward signals are an expression of prediction error, they are dependent on the underlying predictions generated by the internal model.
Because phosphorylated Stat5 levels in cells cultured under Epo paralleled the expression level of Lyn, a prediction could be that Stat5 was an effector downstream of Lyn in Epo-dependent proliferation of cells.
The resulting models can be validated empirically by assessing how well they can explain the expression of the prediction target clusters under conditions not used to parameterize the model.
First, there is a vigorous expression of prediction error after the song terminates abruptly.
The position of RNF14 in the mitochondrial module of the co-expression network made a prediction about a role in mitochondrial function.
From this perspective, sensory ERPs are understood as the transient expression of prediction error (Friston, 2005), which is going to be suppressed by increasingly improved predictions from higher areas.
In fact, the predictive coding theory interprets electrophysiological measures of brain activity as an expression mainly of prediction error (see, e.g. Garrido et al., 2007, 2009; Feldman & Friston, 2010).
This paper logically describes procedures of the search strategy, and provides mathematical expressions of population prediction and motion prediction.
Finally, the developed expression gives a good prediction of the value of Sherwood number in various systems, such as packed beds of spheres, cylinders, plates and metallic foam for linear and non-linear laminar flow and in smooth tubes for turbulent flow conditions.
