Hebbian Learning And Negative Feedback Networks (Advanced Information And Knowledge Processing)

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Computers and Technology ebooks
Series: Advanced Information and Knowledge Processing
Paperback: 404 pages
Publisher: Springer; Softcover reprint of hardcover 1st ed. 2005 edition (December 13, 2010)
Language: English
ISBN-10: 1849969450
ISBN-13: 978-1849969451
Product Dimensions: 6.1 x 0.9 x 9.2 inches
Amazon Rank: 17151914
Format: PDF ePub TXT ebook

The central idea of Hebbian Learning and Negative Feedback Networks is that artificial neural networks using negative feedback of activation can use simple Hebbian learning to self-organise so that they uncover interesting structures in data sets. Two variants are considered: the first uses a single stream of data to self-organise. By changing the learning rules for the network, it is shown how to...

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