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    » On the Computational Power of Neural Nets
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    ACSC
    2002
    IEEE
    118views Theoretical Computer Science» more  ACSC 2002»
    Audio-Visual Speech Recognition Using Red Exclusion and Neural Networks
    14 years 2 months ago
    Audio-Visual Speech Recognition Using Red Exclusion and Neural Networks
    Download  www.jrpit.acs.org.au
    Trent W. Lewis, David M. W. Powers
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    ECCC
    2000
    158views more  ECCC 2000»
    On the Computational Power of Winner-Take-All
    13 years 9 months ago
    On the Computational Power of Winner-Take-All
    Download  www.igi.tugraz.at
    This article initiates a rigorous theoretical analysis of the computational power of circuits that employ modules for computing winner-take-all. Computational models that involve ...
    Wolfgang Maass
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    IROS
    2006
    IEEE
    126views Robotics» more  IROS 2006»
    A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks
    14 years 3 months ago
    A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks
    Download  www.idsia.ch
    Abstract— Tying suture knots is a time-consuming task performed frequently during Minimally Invasive Surgery (MIS). Automating this task could greatly reduce total surgery time f...
    Hermann Georg Mayer, Faustino J. Gomez, Daan Wiers...
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    NC
    2011
    201views Neural Networks» more  NC 2011»
    The computational power of membrane systems under tight uniformity conditions
    13 years 4 months ago
    The computational power of membrane systems under tight uniformity conditions
    Download  www.minds.may.ie
    We apply techniques from complexity theory to a model of biological cellular membranes known as membrane systems or P-systems. Like Boolean circuits, membrane systems are defined ...
    Niall Murphy, Damien Woods
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    IJCAI
    1997
    141views Artificial Intelligence» more  IJCAI 1997»
    On the Role of Hierarchy for Neural Network Interpretation
    13 years 11 months ago
    On the Role of Hierarchy for Neural Network Interpretation
    Download  ijcai.org
    In this paper, we concentrate on the expressive power of hierarchical structures in neural networks. Recently, the so-called SplitNet model was introduced. It develops a dynamic n...
    Jürgen Rahmel, Christian Blum, Peter Hahn
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