Combining diverse neural nets
نویسندگان
چکیده
منابع مشابه
Combining diverse neural nets
An appropriate use of neural computing techniques is to apply them to problems such as condition monitoring, fault diagnosis, control and sensing, where conventional solutions can be hard to obtain. However, when neural computing techniques are used, it is important that they are employed so as to maximise their performance, and improve their reliability. Their performance is typically assessed...
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This paper reviews research on combining artiicial neural nets, and provides an overview of, and an introduction to, the papers con-1). Two main approaches, ensemble-based, and modular, are identi-ed and considered. An ensemble, or committee, is made up of a set of nets, each of which is a general function approximator. The members of the ensemble are combined in order to obtain better generali...
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and lassi ation Gunther Heidemann and Helge Ritter AG Neuroinformatik, University of Bielefeld 33501 Bielefeld, Germany email: gheidema te hfak.uni-bielefeld.de De ember 15, 1999 Abstra t We present a system for obje t re ognition in real images employing three di erent types of neural networks, whi h a omplish feature extra tion and lassi ation. The main advantages of the method are its portab...
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Perineuronal nets represent well-organised components of the extracellular matrix, which are surrounding cell bodies, dendrites, and axon segments of a particular class of neurones as well as forming lattice-like structures. The role of perineuronal nets is not fully elucidated yet. Perineuronal nets may play a beneficial role by stabilizing the extracellular milieu assuring the characteristic ...
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Declaration All sentences or passages quoted in this dissertation from other people's work have been specifically acknowledged by clear cross-referencing to author, work and page(s). Any illustrations which are not the work of the author of this dissertation have been used with the explicit permission of the originator and are specifically acknowledged. I understand that failure to do this amou...
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ژورنال
عنوان ژورنال: The Knowledge Engineering Review
سال: 1997
ISSN: 0269-8889,1469-8005
DOI: 10.1017/s0269888997003123