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    Détails du Torrent Pour "Calculus of Thought Neuromorphic Logistic Regression in Cognitive Machines"

    Calculus of Thought Neuromorphic Logistic Regression in Cognitive Machines

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    Dernière vérification: 23-01-2019 15:01:25

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    _NAME_:Calculus of Thought Neuromorphic Logistic Regression in Cognitive Machines
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    Description
    Calculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines is a must-read for all scientists about a very simple computation method designed to simulate big-data neural processing. This book is inspired by the Calculus Ratiocinator idea of Gottfried Leibniz, which is that machine computation should be developed to simulate human cognitive processes, thus avoiding problematic subjective bias in analytic solutions to practical and scientific problems.

    The reduced error logistic regression (RELR) method is proposed as such a “Calculus of Thought.” This book reviews how RELR’s completely automated processing may parallel important aspects of explicit and implicit learning in neural processes. It emphasizes the fact that RELR is really just a simple adjustment to already widely used logistic regression, along with RELR’s new applications that go well beyond standard logistic regression in prediction and explanation. Readers will learn how RELR solves some of the most basic problems in today’s big and small data related to high dimensionality, multi-colinearity, and cognitive bias in capricious outcomes commonly involving human behavior.

    Provides a high-level introduction and detailed reviews of the neural, statistical and machine learning knowledge base as a foundation for a new era of smarter machines
    Argues that smarter machine learning to handle both explanation and prediction without cognitive bias must have a foundation in cognitive neuroscience and must embody similar explicit and implicit learning principles that occur in the brain
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    Catégorie:Books
    Langue :English  English
    Taille totale:6.40 MB
    Info Hash:287FF63EFD0E19A106FA64FCA54D3DEB7AE12E3B
    Ajouté par:bookflare Verified UploaderBook Worm
    Date:2019-01-23 15:01:20
    Statut Torrent:Torrent Verified


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