The green bars in (I) show 400 dictionary network components (indexed along x-axis) and the spatial non-zero voxel numbers that each component's reference weight map contains (represented by the horizontal height of each bar).
The model M α, is defined as g(mu_{i,alpha } ) = X_{i,alpha }^{T} beta_{alpha } (8 where, (X_{i,alpha }) denotes the sub-vector of X i containing components indexed by α, β α is a p α -vector, and p α denotes cardinality of α.
A list of UniRef referenced IDs for the most important proteins were uploaded to Ingenuity Pathways Analysis (www.ingenuity.com), which maps all proteins to previously referenced cellular components indexed in the Gene Ontology databases (www.geneontology.org).org
Across groups, P3 amplitudes were maximal after SSRT (i.e., after the time associated with the decision to stop occurred), suggesting that this component indexed response monitoring.
Maximizing over, we obtain profile estimates of the hazards as a function of the that are similar to Breslow (1974): (8) (9) The profiled M-step objective is a partial likelihood weighted by the : (10) Each component indexed by k may be maximized separately to obtain the update using standard statistical software.
In the RW framework, the predicted outcome on trial t, ϕ t j, is the sum of the associative strengths of each cue component: (1) where (2) On each trial t, equation (1) is calculated separately for each cue component, indexed by i (i.e., the auditory CS, and TO), whereas u i,t indexes which of the cue components is actually present on trial t (see the Supplementary Material).
In routinely testing the values of the mean or variance of a distribution, $H'$ is often a composite hypothesis whose components are indexed by a parameter $\theta$ (e.g., $H: \theta = \theta_0$ is tested against $H': \theta \ne \theta_0$).
Based on a subset of 37 (16 females, 21 males) adult lynx fitted with GPS collars from 2005 to 2007, we then tested the extent to which remotely-sensed indices of environmental heterogeneity, including greenness, normalized difference vegetation index, surface roughness, and a principal component that indexed stand age, could characterize landscape connectivity for lynx.
Where M a is the one of the eight components for household a, ( {I}_{a^i} ) indicates the sub-components indexed by i, which builds each major component, and n is the number of sub-components of each major component.
Attention control corresponded to the ability to maintain efficient goal-directed processing (indexed by the P300 ERP component and by activations in the attentional networks), as well as the ability to filter out irrelevant stimuli in early sensory cortex (C1 component, indexing attentional gating in V1).
The indexed components (vec {d_{1}}) and (vec {d_{2}}) of the displacement are measured through the two sensor optics and correspond to the two indexed force components (vec {F_{1}}) and (vec {F_{2}}).
