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Convergent design of piecewise linear neural networks

✍ Scribed by Hema Chandrasekaran; Jiang Li; W.H. Delashmit; P.L. Narasimha; Changhua Yu; Michael T. Manry

Book ID: 113814710
Publisher: Elsevier Science
Year: 2007
Tongue: English
Weight: 546 KB
Volume: 70
Category: Article
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2006.02.021

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## Abstract A neural network with maximum detectors divides a space which has __n__‐dimensions __R^n^__ into piece‐wise‐linear regions. However, there have been very limited theoretical researches concerning what kind of piecewise‐linear region divisions can be realized by a neural network, that is