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ART models are embedded in ARTSCAN architectures that unify processes of invariant object category learning, recognition, spatial and object attention, predictive remapping, and eye movement search, and that clarify how conscious object vision and recognition may fail during perceptual crowding and parietal neglect.
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The basic symbolic process of invariant building in CIT ( "Faltungsprozess" or "Convolution"; see Methods) was characterized as an "accurate morphological method" [13] and previously Sylvester called the algebra of the invariants of binary forms as "Analytical Morphology in its absolute sense" [14].
Although this model admits all three possible fate outcomes, if we choose r = 0, we recover a process of invariant asymmetrical cell division in which each and every progenitor cell persists long-term.
Functional magnetic resonance imaging (fMRI) results indicated that the processes of detecting invariant features and inhibiting variant features were associated with significant activation in the left prefrontal cortex, including the left superior frontal gyrus, middle frontal gyrus, and mid-ventrolateral prefrontal cortex, as well as other regions (e.g., bilateral parietal cortex and putamen).
Our objective is to extend the derivation process of moment invariants to include bivariate polynomials defined on different lattices (uniform and non-uniform lattice) and evaluate their performances in a real image classification problem in comparison with the traditional moment invariants.
By augmenting the network with a second output layer of excitatory neurons linked by feed-forward, plastic synaptic connections, the second section of work showed how this encoded category information could facilitate the process of transformation-invariant object recognition.
Dynamic renormalization-group theory of the invariant processes of plasma complexity (cha99).
Three scales (external regulation, sub scale self-regulation of learning content, and external regulation of learning processes) displayed invariant item ordering coefficients >= 0.3 (Table 5).
These measures are equivalent to the laws of the classical gamma processes and invariant under an infinite-dimensional abelian group of certain positive multiplicators.
However, since simulation is a dynamic process, property-verification does not involve the activation of invariant representations of concepts and properties (Barsalou, 2009).
We repeated this process 500 000 times per ortholog set and took averages of the frequency of invariant sequences.
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