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New trends in neural computation : International workshop on artificial neural networks, IWANN '93, Sitges, Spain, June 9-11, 1993 : proceedings
Authors: --- --- ---
ISBN: 3540567984 3540477411 Year: 1993 Volume: vol 686 Publisher: Berlin ; Heidelberg ; New York Springer Verlag

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Abstract

Neural computation arises from the capacity of nervous tissue to process information and accumulate knowledge in an intelligent manner. Conventional computational machines have encountered enormous difficulties in duplicatingsuch functionalities. This has given rise to the development of Artificial Neural Networks where computation is distributed over a great number of local processing elements with a high degree of connectivityand in which external programming is replaced with supervised and unsupervised learning. The papers presented in this volume are carefully reviewed versions of the talks delivered at the International Workshop on Artificial Neural Networks (IWANN '93) organized by the Universities of Catalonia and the Spanish Open University at Madrid and held at Barcelona, Spain, in June 1993. The 111 papers are organized in seven sections: biological perspectives, mathematical models, learning, self-organizing networks, neural software, hardware implementation, and applications (in five subsections: signal processing and pattern recognition, communications, artificial vision, control and robotics, and other applications).

Keywords

681.3*I26 --- Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- 681.3*I26 Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- Neural networks (Computer science) --- Congresses --- Artificial intelligence. --- Optical pattern recognition. --- Computer vision. --- Software engineering. --- Computer science. --- Electronics. --- Artificial Intelligence. --- Pattern Recognition. --- Image Processing and Computer Vision. --- Special Purpose and Application-Based Systems. --- Processor Architectures. --- Electronics and Microelectronics, Instrumentation. --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Electrical engineering --- Physical sciences --- Informatics --- Science --- Computer software engineering --- Engineering --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems

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