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Furthermore, we demonstrate that the same generalization mechanism can be applied to rule acquisition for reasoning and natural language processing.
In animals the vulnerability of sensory preconditioning to extinction (Gewirtz and Davis, 2000) hints at an online mechanism, but it is equally possible that extinction drives offline value updates through the same generalization mechanism as acquisition.
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Automatic generalization mechanisms should form part of these applications.
Cognitive generalization mechanisms for odor recognition afford animals the ability to avoid dishonest odor emitters a feat largely unavailable to animals that have instinctual behavioural responses to odors.
We examined whether conceptual similarity between discrete contexts facilitates pain-related fear generalization; this mechanism is known as category-level fear generalization.
The following process can be seen as the generalization of this mechanism (see Fig. 5): 1.
Object orientation began as a feature within programming languages, notably SIMULA 67, which introduced the idea of classes and instances as a way of encapsulating data structures, along with inheritance as a mechanism for generalization.
Precipitations of equilibrium phases (α + γ2) within the temperature range of 330 370 °C, and their generalization by a discontinuous mechanism for an ageing time of 864 ks (240 h), were identified and analyzed.
One candidate for such a mechanism is generalization [1], or the ability to learn that perceptually distinct olfactory stimuli lead to common outcomes.
As a generalization of Cyrface, this mechanism would encourage the rapid expansion of Cytoscape capabilities.
In particular, the existence of burst suppression patterns imply that the same neuron can undergo suppression following burst firing, which might represent a protective mechanism against generalization.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com