Paul Werbos

Results: 6



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Backpropagation Through Time: What It Does and How to Do It PAUL J. WERBOS Backpropagation is now the most widely used tool in the field of artificial neural networks. At the core of backpropagation is a

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Source URL: www.cs.cmu.edu

- Date: 2013-09-09 12:05:45
    2Mathematics / Neuroscience / Backpropagation / Artificial neural network / Automatic differentiation / Multilayer perceptron / Perceptron / Derivative / Feedforward neural network / Neural networks / Computational neuroscience / Cybernetics

    Backwards Differentiation in AD and Neural Nets: Past Links and New Opportunities Paul J. Werbos1 Abstract Backwards calculation of derivatives – sometimes called the reverse mode, the full adjoint method, or backpropa

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    Source URL: www.werbos.com

    Language: English - Date: 2006-02-27 18:10:48
    3Cybernetics / Neuroscience / Network architecture / Networks / Artificial neural network / Paul Werbos / Connectionism / Cerebellar Model Articulation Controller / Random neural network / Computational neuroscience / Neural networks / Science

    Bibliography [1] George Adelman, editor. Encyclopedia of Neuroscience, volume I. Birkh¨auser, [removed]J.S. Albus. Data storage in the cerebellar model articulation controller (CMAC). Transactions of the ASME: Journal

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    Source URL: www.q12.org

    Language: English - Date: 2002-03-13 22:46:14
    4Cybernetics / Neuroscience / Network architecture / Networks / Artificial neural network / Paul Werbos / Connectionism / Cerebellar Model Articulation Controller / Random neural network / Computational neuroscience / Neural networks / Science

    Bibliography [1] George Adelman, editor. Encyclopedia of Neuroscience, volume I. Birkh¨auser, [removed]J.S. Albus. Data storage in the cerebellar model articulation controller (CMAC). Transactions of the ASME: Journal

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    Source URL: q12.org

    Language: English - Date: 2002-03-13 22:46:14
    5Mathematics / Machine learning / Backpropagation / Artificial neural network / Derivative / Artificial neuron / Kalman filter / Euler–Lagrange equation / Differential equation / Neural networks / Cybernetics / Computational neuroscience

    Backpropagation Through Time: What It Does and How to Do It PAUL J. WERBOS Backpropagation is now the most widely used tool in the field of artificial neural networks. At the core of backpropagation is a

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    Source URL: deeplearning.cs.cmu.edu

    Language: English - Date: 2013-09-09 12:05:45
    6Computational neuroscience / Mind / Backpropagation / Connectionism / Biological neural network / Paul Werbos / Cognitive science / Strong AI / Mirror neuron / Neural networks / Neuroscience / Science

    Neural Networks As a Path to Self-Awareness Paul Werbos1 Abstract—There has been important new crossdisciplinary

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    Source URL: werbos.com

    Language: English - Date: 2011-06-15 16:48:34
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