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This paper proposes a novel concept of collecting a large training dataset of motions and their descriptive sentences, and of developing an intelligent framework learning relations between the motions and sentences.
An alternative explanation, in terms of a triangle model, would be that there is no special representational status of morphemes, and that they are emergent properties of learning relations among phonology, orthography and meaning [34].
The presence of a community of students and supervisors in the clinical context created the social fabric of students' learning, relations with the surroundings and their interrelations.
Thus, with this single-subject design, the tentative conclusion could be reached that the late-stage ALS patient we tested may have had some selected cognitive deficits, specifically in terms of ability to acquire simple conditional associate learning relations.
Compared with Pavlovian paradigms (where performance is based on learning relations between external stimuli), instrumental paradigms may be more relevant to symptoms of schizophrenia in which willed action and the SoA may be altered (as is the case in delusions of control).
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In learning relation instances and the links between patterns and relations the system follows an iterative approach.
However, the HMMs derive only previously learned relations.
Gradual forgetting mechanisms may be integrated in order to out-date older learned relations and to account for more flexibility of the models.
It accepts POS tagged and noun phrase (NP) chunked sentences as input and analyzes the text between noun phrases to learn relations.
Over time, the agent learns relations between elements of the environment that afford its interactions, and its perception of these elements, in the form of data structures called signatures of interactions.
The maximum depth of the tree in GBM is used to control over-fitting as higher depth values will allow model to learn relations very specific to a particular sample.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com