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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 505))

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Abstract

This paper reviews the fundamentals of neural computing which includes: neural network models, neural network programming environments, and neurocomputer, specialised hardware for neural networks.

It then describes the ESPRIT II GALATEA project, and its predecessor PYGMALION, which provide the focus of neural computing research in the European Community. PYGMALION has developed a general programming environment for neural networks, and the goal of GALATEA is to build upon this environment, to produce a comprehensive neurocomputing system. This neurocomputing system will comprise: a sophisticated programming environment capable of mapping a network on to a range of conventional computers, including parallel machines; a novel general-purpose neurocomputer, and an integral silicon compiler for translating a network into VLSI chips.

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© 1991 Springer-Verlag Berlin Heidelberg

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Treleaven, P. (1991). Neural Computing and the GALATEA Project. In: Aarts, E.H.L., van Leeuwen, J., Rem, M. (eds) Parle ’91 Parallel Architectures and Languages Europe. Lecture Notes in Computer Science, vol 505. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-25209-3_3

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  • DOI: https://doi.org/10.1007/978-3-662-25209-3_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-23206-4

  • Online ISBN: 978-3-662-25209-3

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