A massively parallel architecture for a self-organizing neural pattern recognition machine
Computer Vision, Graphics, and Image Processing
Cramer-Rao bounds for the estimation of means in clustering problem
Pattern Recognition Letters
Neural networks and natural intelligence
Neural networks and natural intelligence
Maximum likelihood adaptive neural controller
Neural Networks
A model-based neural network for transient signal processing
Neural Networks
Multi-sensor ATR and identification of friend or foe using MLANS
Neural Networks - Special issue: automatic target recognition
Cramer-Rao bound for tracking in clutter and tracking multiple objects
Pattern Recognition Letters
Conundrum of Combinatorial Complexity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Einsteinian neural network for spectrum estimation
Transactions of the Society for Computer Simulation International - Special issue: simulation methodology in transportation systems
Neural networks and intellect: using model-based concepts
Neural networks and intellect: using model-based concepts
Simulating the evolution of language
Simulating the evolution of language
Cognitive high level information fusion
Information Sciences: an International Journal
2009 Special Issue: Language and cognition
Neural Networks
Neurodynamics of Cognition and Consciousness
Neurodynamics of Cognition and Consciousness
"Vague-to-crisp" neural mechanism of perception
IEEE Transactions on Neural Networks
Neural mechanisms of the mind, Aristotle, Zadeh, and fMRI
IEEE Transactions on Neural Networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Evolving agents: communication and cognition
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Integrating Language and Cognition: A Cognitive Robotics Approach
IEEE Computational Intelligence Magazine
Evolving Compositionality in Evolutionary Language Games
IEEE Transactions on Evolutionary Computation
Model-based neural network for target detection in SAR images
IEEE Transactions on Image Processing
Neural Networks for Improved Tracking
IEEE Transactions on Neural Networks
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How language and cognition interact in thinking? Is language just used for communication of completed thoughts, or is it fundamental for thinking? Existing approaches have not led to a computational theory. We develop a hypothesis that language and cognition are two separate but closely interacting mechanisms. Language accumulates cultural wisdom; cognition develops mental representations modeling surrounding world and adapts cultural knowledge to concrete circumstances of life. Language is acquired from surrounding language "ready-made" and therefore can be acquired early in life. This early acquisition of language in childhood encompasses the entire hierarchy from sounds to words, to phrases, and to highest concepts existing in culture. Cognition is developed from experience. Yet cognition cannot be acquired from experience alone; language is a necessary intermediary, a "teacher." A mathematical model is developed; it overcomes previous difficulties and leads to a computational theory. This model is consistent with Arbib's "language prewired brain" built on top of mirror neuron system. It models recent neuroimaging data about cognition, remaining unnoticed by other theories. A number of properties of language and cognition are explained, which previously seemed mysterious, including influence of language grammar on cultural evolution, which may explain specifics of English and Arabic cultures.