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Neural modeling fields

Neural modeling field (NMF) is a mathematical framework for machine learning which combines ideas from neural networks, fuzzy logic, and model based… Expand
Wikipedia

Related topics

Related topics

7 relations
Akaike information criterionFuzzy logicLeonid PerlovskyOutline of artificial intelligence
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Broader (2)

Artificial intelligenceMachine learning

Papers overview

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Highly Cited
2010
Highly Cited
2010
Cognitively Inspired Neural Network for Recognition of Situations
The authors present a cognitively inspired mathematical learning framework called Neural Modeling Fields (NMF). They apply it to… Expand
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2010
2010
Neural Modeling Fields
 
2009
2009
A cross-situational algorithm for learning a lexicon using Neural modeling fields
Cross-situational learning is based on the idea that a learner can determine the meaning of a word by finding something in common… Expand
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2008
2008
Object perception in the neural modeling fields framework
Movement seems to be the key ingredient to understanding how children perceive (and hence name) objects in their environment… Expand
2008
2008
Dynamic logic of phenomena and cognition
Modeling of complex phenomena such as the mind presents tremendous computational complexity challenges. The neural modeling… Expand
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2007
2007
Neural Modeling Fields, Evolution of Consciousness and Cultures
  • L. Perlovsky
  • International Joint Conference on Neural Networks
  • 2007
    • Corpus ID: 11774265
The knowledge instinct drives higher cognitive functions of the mind and determines evolution of consciousness and cultures… Expand
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2007
2007
Neural Modeling Fields for Natural Language
  • L. Perlovsky
  • International Joint Conference on Neural Networks
  • 2007
    • Corpus ID: 15224295
Natural language computer interfaces and search engines remain elusive goals. The paper considers mathematical difficulties… Expand
2007
2007
Neural Modeling Fields for Multitarget/Multisensor Tracking
We describe a new approach for combining range and Doppler data from multiple radar platforms to perform multi-target detection… Expand
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Highly Cited
2007
Highly Cited
2007
Evolution of Languages, Consciousness and Cultures
  • L. Perlovsky
  • IEEE Computational Intelligence Magazine
  • 2007
    • Corpus ID: 10857166
The knowledge instinct is a fundamental mechanism of the mind that drives evolution of higher cognitive functions. Neural… Expand
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2007
2007
Bio-Inspired NMF Object Perception
The paper describes Neural Modeling Fields (NMF) for object perception, a bio-inspired paradigm. I discuss previous difficulties… Expand
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