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Plausible Neural Networks for Biological Modelling
. Ed(S): Mastebroek, Henk A.K.; Vos, Johan E.
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Description for Plausible Neural Networks for Biological Modelling
Hardback. With an intention of returning the mathematical tools of neural networks to the biological realm of the nervous system, this work introduces in a didactic manner, two developments in neural network methodology, namely recurrence in the architecture and the use of spiking or integrate-and-fire neurons. Editor(s): Mastebroek, Henk A.K.; Vos, Johan E. Series: Mathematical Modelling: Theory and Applications. Num Pages: 271 pages, biography. BIC Classification: PSAN; UGK. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 244 x 170 x 17. Weight in Grams: 565.
The expression 'Neural Networks' refers traditionally to a class of mathematical algorithms that obtain their proper performance while they 'learn' from examples or from experience. As a consequence, they are suitable for performing straightforward and relatively simple tasks like classification, pattern recognition and prediction, as well as more sophisticated tasks like the processing of temporal sequences and the context dependent processing of complex problems. Also, a wide variety of control tasks can be executed by them, and the suggestion is relatively obvious that neural networks perform adequately in such cases because they are thought to mimic the biological nervous system ... Read more
The expression 'Neural Networks' refers traditionally to a class of mathematical algorithms that obtain their proper performance while they 'learn' from examples or from experience. As a consequence, they are suitable for performing straightforward and relatively simple tasks like classification, pattern recognition and prediction, as well as more sophisticated tasks like the processing of temporal sequences and the context dependent processing of complex problems. Also, a wide variety of control tasks can be executed by them, and the suggestion is relatively obvious that neural networks perform adequately in such cases because they are thought to mimic the biological nervous system ... Read more
Product Details
Format
Hardback
Publication date
2001
Publisher
Kluwer Academic Publishers United States
Number of pages
271
Condition
New
Series
Mathematical Modelling: Theory and Applications
Number of Pages
262
Place of Publication
Dordrecht, Netherlands
ISBN
9780792371922
SKU
V9780792371922
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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