The Generative Topographic Mapping

A non-linear latent variable model, intended for modelling continuous, intrinsically low-dimensional probability distributions, embedded in high-dimensional spaces. The probability theory and statistics to address problems such as model complexity.

Подобные документы

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    статья, добавлен 10.08.2013

  • Consideration of Aristotle's ideas about logic and ontology and their relationship. Analysis of the philosopher's teachings about the theory of common properties of all entities and categorical aspects described by him in "Metaphysics and Categories".

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  • The role of the theory of descriptions. Hierarchy of propositional functions. Methods for determining the structure of the proof. The functions of logic and philosophy. Logical construction of the world. Epistemological school of realism and idealism.

    статья, добавлен 11.08.2013

  • The difference between conceptual explanations about the nature of uncertainty and related phenomena, on the one hand, and various philosophical theories of uncertainty, on the other. A major analysis of overvaluation, contextualism and degree theory.

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  • The practical importance of the philosophical discourse of the Earth for advancing human civilization. The concept of the biosphere and noosphere by V.Vernadsky; the Gaia hypothesis by James Lovelock; and the "Evolving matter" theory by O. Bazaluk.

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  • "Mathematical Logic as based on the Theory of Types" - the greatest and most original of Russell's works. Contributions which Russell made to the philosophy of physics. Causality as a matter of regular sequence. Logic as "the essence of philosophy".

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  • Theodor Zien as an eminent German psychiatrist, psychologist and marginal philosopher who developed an exotic subjective idealistic theory. Analysis of the role of Zien in the history of philosophy. The essence of the concept of "empirio-criticism".

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  • Theoretical framework of a new theory of time. The interpretation based on essential time considered instead of "coincidences" of modern science. The fundamental flaw in the anthropic principle. Interpretation of the ontological being in essential time.

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  • Shows that, if we accept the basic theses of the mental models theory, we must also assume that certain formal logical structures are equally part of the human intellectual machinery. Familiarization with propositions habitual in standard deontic logic.

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  • The main theme of Austin’s How to Do Things with Words is the replacement of the original distinction between performatives and constatives by a general theory of speech acts. The phonetic and the phatic act as the act of uttering vocables or words.

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  • Investigation of the connection between primitive language and corporal life, which consists in the manipulation of rigid bodies in the construction of a house. Consideration and сharacteristics of L. Wittgenstein's philosophy of linguistic analysis.

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  • John Rawls's A Theory of Justice marks a turning point in the most recent history of practical philosophy, for he restored long-suppressed moral questions to the status of serious object of philosophical investigation. Political liberalism Rawls's.

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  • Commitment by challenging what Marx called "traditional ideas", viewing them as historically complicit with the exercise of power. Foucault's alternative ideas of discourse/practice and of power as "positive" are moreover intricately linked in a way.

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