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    ICANN
    2007
    Springer
    126views Neural Networks» more  ICANN 2007»
    The Role of Internal Oscillators for the One-Shot Learning of Complex Temporal Sequences
    14 years 28 days ago
    The Role of Internal Oscillators for the One-Shot Learning of Complex Temporal Sequences
    Download  www.feelix-growing.org
    We present an artificial neural network used to learn online complex temporal sequences of gestures to a robot. The system is based on a simple temporal sequences learning architec...
    Matthieu Lagarde, Pierre Andry, Philippe Gaussier
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    AIIA
    2007
    Springer
    117views Artificial Intelligence» more  AIIA 2007»
    Trip Around the HMPerceptron Algorithm: Empirical Findings and Theoretical Tenets
    13 years 11 months ago
    Trip Around the HMPerceptron Algorithm: Empirical Findings and Theoretical Tenets
    Download  www.di.unito.it
    Abstract. In a recent work we have carried out CarpeDiem, a novel algorithm for the fast evaluation of Supervised Sequential Learning (SSL) classifiers. In this paper we point out...
    Roberto Esposito, Daniele P. Radicioni
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    IJCAI
    2007
    172views Artificial Intelligence» more  IJCAI 2007»
    Automated Benchmark Model Generators for Model-Based Diagnostic Inference
    13 years 10 months ago
    Automated Benchmark Model Generators for Model-Based Diagnostic Inference
    Download  www.cs.ucc.ie
    This article proposes a Diagnosis Interchange Format (DIF), an XML-based interchange format for Model-Based Diagnosis (MBD). Its main purposes are to allow sharing of diagnostic m...
    Gregory M. Provan, Jun Wang
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    EMNLP
    2006
    190views Natural Language Processing» more  EMNLP 2006»
    Competitive generative models with structure learning for NLP classification tasks
    13 years 10 months ago
    Competitive generative models with structure learning for NLP classification tasks
    Download  nlp.stanford.edu
    In this paper we show that generative models are competitive with and sometimes superior to discriminative models, when both kinds of models are allowed to learn structures that a...
    Kristina Toutanova
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    NIPS
    2004
    143views Information Technology» more  NIPS 2004»
    Nonlinear Blind Source Separation by Integrating Independent Component Analysis and Slow Feature Analysis
    13 years 10 months ago
    Nonlinear Blind Source Separation by Integrating Independent Component Analysis and Slow Feature Analysis
    Download  books.nips.cc
    In contrast to the equivalence of linear blind source separation and linear independent component analysis it is not possible to recover the original source signal from some unkno...
    Tobias Blaschke, Laurenz Wiskott
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