Cellular neural networks and visual computing : foundation and applications
This is a unique undergraduate level textbook on Cellular Nonlinear/neural Networks (CNN) technology. The many examples and excercises, including a simulator accessible via the Internet, make this book an ideal introduction to CNNs and analogic cellular computing for students, researchers and engine...
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Other Authors: | |
Format: | eBook |
Language: | English |
Published: |
Cambridge, UK ; New York, NY :
Cambridge University Press,
2002.
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Subjects: | |
ISBN: | 1601197357 9781601197351 0511040512 9780511040511 9780511754494 0511754493 9780511048258 0511048254 0511157827 9780511157820 1280420677 9781280420672 9786610420674 661042067X 1107117461 9781107117464 0511176945 9780511176944 0511329849 9780511329845 9780521018630 0521018633 9780521652476 0521652472 |
Physical Description: | 1 online resource (xi, 396 pages) : illustrations |
LEADER | 04746cam a2200637 a 4500 | ||
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100 | 1 | |a Chua, Leon O., |d 1936- |1 https://id.oclc.org/worldcat/entity/E39PBJrRbHY6ykbmyVgHqWkJjC | |
245 | 1 | 0 | |a Cellular neural networks and visual computing : |b foundation and applications / |c Leon O. Chua and Tamás Roska. |
260 | |a Cambridge, UK ; |a New York, NY : |b Cambridge University Press, |c 2002. | ||
300 | |a 1 online resource (xi, 396 pages) : |b illustrations | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
504 | |a Includes bibliographical references (pages 348-360) and index. | ||
505 | 0 | 0 | |g 1. |t Introduction -- |g 2. |t Notation, definitions, and mathematical foundation -- |g 3. |t Characteristics and analysis of simple CNN templates -- |g 4. |t Simulation of the CNN dynamics -- |g 5. |t Binary CNN characterization via Boolean functions -- |g 6. |t Uncoupled CNNs: unified theory and applications -- |g 7. |t Introduction to the CNN Universal Machine -- |g 8. |t Back to basics: Nonlinear dynamics and complete stability -- |g 9. |t The CNN Universal Machine (CNN-UM) -- |g 10. |t Template design tools -- |g 11. |t CNNs for linear image processing -- |g 12. |t Coupled CNN with linear synaptic weights -- |g 13. |t Uncoupled standard CNNs with nonlinear synaptic weights -- |g 14. |t Standard CNNs with delayed synaptic weights and motion analysis. |
506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
520 | |a This is a unique undergraduate level textbook on Cellular Nonlinear/neural Networks (CNN) technology. The many examples and excercises, including a simulator accessible via the Internet, make this book an ideal introduction to CNNs and analogic cellular computing for students, researchers and engineers from a wide range of backgrounds. | ||
590 | |a Knovel |b Knovel (All titles) | ||
650 | 0 | |a Neural networks (Computer science) | |
655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
655 | 9 | |a electronic books |2 eczenas | |
700 | 1 | |a Roska, T. | |
776 | 0 | 8 | |i Print version: |a Chua, Leon O., 1936- |t Cellular neural networks and visual computing. |d Cambridge, UK ; New York, NY : Cambridge University Press, 2002 |z 0521652472 |w (DLC) 2001025555 |w (OCoLC)46393333 |
856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpCNNVCFA1/cellular-neural-networks?kpromoter=marc |y Full text |