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We first conducted spatial independent components analysis (ICA) on the activation time courses of voxels within an anatomically defined mask that included the right lateral frontal cortex and insula.
Here we applied the Latent Dirichlet Allocation (LDA) model and spatial independent component analysis (ICA) to solve for functionally coupled cerebral networks without assuming that cortical regions belong to a single network.
Spatial independent component analysis (ICA) identified visual, attentional and left executive as core networks.
RSNs are identified using the spatial independent component analysis (ICA) of GIFT toolbox.4.4
We focus primarily on implementing this scheme in spatial independent variable.
In spatial DFA, sites groups categorized using CA were treated as spatial independent variables whereas in seasonal DFA, seasons were constituted as independent variables.
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Step-wise determination of the phantom dimensions is performed independently of the optical system under test to enable precise spatial calibration, independent validation, and quantitative dimensional measurements.
Physically, the Lorentz force conserves the momentum when the magnetic field is constant or spatial coordinate independent.
To estimate the neuron's true spatial information, independent of its HD tuning, we used a straightforward approach: we generated series of random spike trains drawn from a Poisson distribution depending exclusively on the current heading of the animal at each point in time and the cell's HD tuning curve.
A divergence formula of the Lorentz force is used to calculate the Lorentz force at the cell center of a main control volume, which can numerically conserve the momentum at constant or spatial coordinate independent magnetic field.
High-dimensional spatial group independent component analysis demonstrated fine-grained segregation of cortical and subcortical networks into functional clusters, overlapping with high specificity onto anatomical structures, down to single gray matter nuclei.
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