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    » Digital Arithmetic Using Analog Cellular Neural Networks
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    ISTCS
    1993
    Springer
    177views Applied Computing» more  ISTCS 1993»
    Analog Computation Via Neural Networks
    13 years 11 months ago
    Analog Computation Via Neural Networks
    Download  www.cs.umass.edu
    We pursue a particular approach to analog computation, based on dynamical systems of the type used in neural networks research. Our systems have a xed structure, invariant in time...
    Hava T. Siegelmann, Eduardo D. Sontag
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    IJCNN
    2007
    IEEE
    155views Neural Networks» more  IJCNN 2007»
    Compact hardware for real-time speech recognition using a Liquid State Machine
    14 years 1 months ago
    Compact hardware for real-time speech recognition using a Liquid State Machine
    Download  escher.elis.ugent.be
    Abstract— Hardware implementations of Spiking Neural Networks are numerous because they are well suited for implementation in digital and analog hardware, and outperform classic ...
    Benjamin Schrauwen, Michiel D'Haene, David Verstra...
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    ANNPR
    2006
    Springer
    129views Neural Networks» more  ANNPR 2006»
    A Convolutional Neural Network Tolerant of Synaptic Faults for Low-Power Analog Hardware
    13 years 9 months ago
    A Convolutional Neural Network Tolerant of Synaptic Faults for Low-Power Analog Hardware
    Download  www.kip.uni-heidelberg.de
    Abstract. Recently, the authors described a training method for a convolutional neural network of threshold neurons. Hidden layers are trained by by clustering, in a feed-forward m...
    Johannes Fieres, Karlheinz Meier, Johannes Schemme...
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    ESANN
    2006
    134views Neural Networks» more  ESANN 2006»
    Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic
    13 years 8 months ago
    Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic
    Download  www.dice.ucl.ac.be
    Abstract. Current digital, directly mapped implementations of spiking neural networks use serial processing and parallel arithmetic. On a standard CPU, this might be the good choic...
    Benjamin Schrauwen, Jan M. Van Campenhout
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    ESANN
    2006
    126views Neural Networks» more  ESANN 2006»
    FPGA implementation of an integrate-and-fire LEGION model for image segmentation
    13 years 8 months ago
    FPGA implementation of an integrate-and-fire LEGION model for image segmentation
    Download  www.dice.ucl.ac.be
    Abstract. Despite several previous studies, little progress has been made in building successful neural systems for image segmentation in digital hardware. Spiking neural networks ...
    Bernard Girau, Cesar Torres-Huitzil
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