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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
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Akaike information criterionFuzzy logicLeonid PerlovskyOutline of artificial intelligence
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Artificial intelligenceMachine learning

Papers overview

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2010
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
A computational model of adults' performance in naming objects using cross-situational learning
People learn the meaning of words in ambiguous contexts with many possible words for any referent and many referents for any word… Expand
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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
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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
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 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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2007
2007
Neural Modeling Fields for Natural Language
Natural language computer interfaces and search engines remain elusive goals. The paper considers mathematical difficulties… Expand
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Highly Cited
2007
Highly Cited
2007
Evolution of Languages, Consciousness and Cultures
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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