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    AAAI
    1996
    113views Intelligent Agents» more  AAAI 1996»
    Constructive Neural Network Learning Algorithms
    13 years 6 months ago
    Constructive Neural Network Learning Algorithms
    Download  www.cs.iastate.edu
    Constructive learning algorithms offer an attractive approach for the incremental construction of near-minimal neural-network architectures for pattern classification. They help ov...
    Rajesh Parekh, Jihoon Yang, Vasant Honavar
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    EOR
    2008
    111views more  EOR 2008»
    Machine-part cell formation in group technology using a modified ART1 method
    13 years 5 months ago
    Machine-part cell formation in group technology using a modified ART1 method
    Download  www2.math.cycu.edu.tw
    Group Technology (GT) is a useful way of increasing the productivity for manufacturing high quality products and improving the flexibility of manufacturing systems. Cell formation...
    Miin-Shen Yang, Jenn-Hwai Yang
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    ICML
    2006
    IEEE
    205views Machine Learning» more  ICML 2006»
    Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
    14 years 5 months ago
    Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
    Download  www6.in.tum.de
    Many real-world sequence learning tasks require the prediction of sequences of labels from noisy, unsegmented input data. In speech recognition, for example, an acoustic signal is...
    Alex Graves, Faustino J. Gomez, Jürgen Schmid...
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    IJCAI
    1997
    102views Artificial Intelligence» more  IJCAI 1997»
    On the Efficient Classification of Data Structures by Neural Networks
    13 years 6 months ago
    On the Efficient Classification of Data Structures by Neural Networks
    Download  dli.iiit.ac.in
    Marco Gori Dipartimento di Ingegneria deU'Informazione Universita di Siena Via Roma 56 53100 Siena, Italy Alessandro Sperduti Dipartimento di Informatica Universita di Pisa C...
    Paolo Frasconi, Marco Gori, Alessandro Sperduti
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    NCA
    2006
    IEEE
    129views Computer Networks» more  NCA 2006»
    Evolutionary training of hardware realizable multilayer perceptrons
    13 years 4 months ago
    Evolutionary training of hardware realizable multilayer perceptrons
    Download  www.dcs.bbk.ac.uk
    The use of multilayer perceptrons (MLP) with threshold functions (binary step function activations) greatly reduces the complexity of the hardware implementation of neural networks...
    Vassilis P. Plagianakos, George D. Magoulas, Micha...
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