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...
Gespeichert in:
| 1. Verfasser: | |
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| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, UK ; New York, NY :
Cambridge University Press,
2002.
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 online resource (xi, 396 pages :) |
| Bibliographie: | Includes bibliographical references (pages 348-360) and index. |
| ISBN: | 1601197357 9781601197351 0511040512 9780511040511 9780511754494 0511754493 9780511048258 0511048254 0511157827 9780511157820 1280420677 9781280420672 9786610420674 661042067X 1107117461 9781107117464 0511176945 9780511176944 0511329849 9780511329845 9780521018630 0521018633 |
| Zugangseinschränkungen: | Access restricted to Ryerson students, faculty and staff. |
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| 100 | 1 | |a Chua, Leon O., |d 1936- |1 https://id.oclc.org/worldcat/entity/E39PBJrRbHY6ykbmyVgHqWkJjC |0 http://id.loc.gov/authorities/names/n82204052 | |
| 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 :) | ||
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| 504 | |a Includes bibliographical references (pages 348-360) and index. | ||
| 588 | 0 | |a Print version record. | |
| 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. |
| 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. | ||
| 506 | |a Access restricted to Ryerson students, faculty and staff. |5 CaOTR | ||
| 546 | |a English. | ||
| 650 | 0 | |a Neural networks (Computer science) |0 http://id.loc.gov/authorities/subjects/sh90001937 | |
| 650 | 2 | |a Neural Networks, Computer |0 https://id.nlm.nih.gov/mesh/D016571 | |
| 650 | 6 | |a Réseaux neuronaux (Informatique) | |
| 650 | 7 | |a COMPUTERS |x Neural Networks. |2 bisacsh | |
| 650 | 7 | |a Neural networks (Computer science) |2 fast | |
| 650 | 7 | |a Zellulares neuronales Netz |2 gnd |0 http://d-nb.info/gnd/4510736-1 | |
| 650 | 7 | |a Bildverarbeitung |2 gnd |0 http://d-nb.info/gnd/4006684-8 | |
| 655 | 0 | |a Electronic books. | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Roska, T. |0 http://id.loc.gov/authorities/names/n93033172 | |
| 758 | |i has work: |a Cellular neural networks and visual computing (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGVPfCdfrtBYjwF6FCwYKd |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 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 |
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Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn320260742 |
|---|---|
| _version_ | 1813903338320691200 |
| adam_text | |
| any_adam_object | |
| author | Chua, Leon O., 1936- |
| author2 | Roska, T. |
| author2_role | |
| author2_variant | t r tr |
| author_GND | http://id.loc.gov/authorities/names/n82204052 http://id.loc.gov/authorities/names/n93033172 |
| author_facet | Chua, Leon O., 1936- Roska, T. |
| author_role | |
| author_sort | Chua, Leon O., 1936- |
| author_variant | l o c lo loc |
| building | Verbundindex |
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| callnumber-first | Q - Science |
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| callnumber-raw | QA76.87 .C494 2002eb |
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| contents | Introduction -- Notation, definitions, and mathematical foundation -- Characteristics and analysis of simple CNN templates -- Simulation of the CNN dynamics -- Binary CNN characterization via Boolean functions -- Uncoupled CNNs: unified theory and applications -- Introduction to the CNN Universal Machine -- Back to basics: Nonlinear dynamics and complete stability -- The CNN Universal Machine (CNN-UM) -- Template design tools -- CNNs for linear image processing -- Coupled CNN with linear synaptic weights -- Uncoupled standard CNNs with nonlinear synaptic weights -- Standard CNNs with delayed synaptic weights and motion analysis. |
| ctrlnum | (OCoLC)320260742 |
| dewey-full | 006.3/2 |
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| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/2 |
| dewey-search | 006.3/2 |
| dewey-sort | 16.3 12 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| illustrated | Illustrated |
| indexdate | 2024-10-25T16:17:06Z |
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| isbn | 1601197357 9781601197351 0511040512 9780511040511 9780511754494 0511754493 9780511048258 0511048254 0511157827 9780511157820 1280420677 9781280420672 9786610420674 661042067X 1107117461 9781107117464 0511176945 9780511176944 0511329849 9780511329845 9780521018630 0521018633 |
| language | English |
| oclc_num | 320260742 |
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| physical | 1 online resource (xi, 396 pages :) |
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| spelling | Chua, Leon O., 1936- https://id.oclc.org/worldcat/entity/E39PBJrRbHY6ykbmyVgHqWkJjC http://id.loc.gov/authorities/names/n82204052 Cellular neural networks and visual computing : foundation and applications / Leon O. Chua and Tamás Roska. Cambridge, UK ; New York, NY : Cambridge University Press, 2002. 1 online resource (xi, 396 pages :) text txt rdacontent computer c rdamedia online resource cr rdacarrier data file Includes bibliographical references (pages 348-360) and index. Print version record. 1. Introduction -- 2. Notation, definitions, and mathematical foundation -- 3. Characteristics and analysis of simple CNN templates -- 4. Simulation of the CNN dynamics -- 5. Binary CNN characterization via Boolean functions -- 6. Uncoupled CNNs: unified theory and applications -- 7. Introduction to the CNN Universal Machine -- 8. Back to basics: Nonlinear dynamics and complete stability -- 9. The CNN Universal Machine (CNN-UM) -- 10. Template design tools -- 11. CNNs for linear image processing -- 12. Coupled CNN with linear synaptic weights -- 13. Uncoupled standard CNNs with nonlinear synaptic weights -- 14. Standard CNNs with delayed synaptic weights and motion analysis. 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. Access restricted to Ryerson students, faculty and staff. CaOTR English. Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. bisacsh Neural networks (Computer science) fast Zellulares neuronales Netz gnd http://d-nb.info/gnd/4510736-1 Bildverarbeitung gnd http://d-nb.info/gnd/4006684-8 Electronic books. Roska, T. http://id.loc.gov/authorities/names/n93033172 has work: Cellular neural networks and visual computing (Text) https://id.oclc.org/worldcat/entity/E39PCGVPfCdfrtBYjwF6FCwYKd https://id.oclc.org/worldcat/ontology/hasWork Print version: Chua, Leon O., 1936- Cellular neural networks and visual computing. Cambridge, UK ; New York, NY : Cambridge University Press, 2002 0521652472 (DLC) 2001025555 (OCoLC)46393333 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=112470 Volltext CBO01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=112470 Volltext |
| spellingShingle | Chua, Leon O., 1936- Cellular neural networks and visual computing : foundation and applications / Introduction -- Notation, definitions, and mathematical foundation -- Characteristics and analysis of simple CNN templates -- Simulation of the CNN dynamics -- Binary CNN characterization via Boolean functions -- Uncoupled CNNs: unified theory and applications -- Introduction to the CNN Universal Machine -- Back to basics: Nonlinear dynamics and complete stability -- The CNN Universal Machine (CNN-UM) -- Template design tools -- CNNs for linear image processing -- Coupled CNN with linear synaptic weights -- Uncoupled standard CNNs with nonlinear synaptic weights -- Standard CNNs with delayed synaptic weights and motion analysis. Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. bisacsh Neural networks (Computer science) fast Zellulares neuronales Netz gnd http://d-nb.info/gnd/4510736-1 Bildverarbeitung gnd http://d-nb.info/gnd/4006684-8 |
| subject_GND | http://id.loc.gov/authorities/subjects/sh90001937 https://id.nlm.nih.gov/mesh/D016571 http://d-nb.info/gnd/4510736-1 http://d-nb.info/gnd/4006684-8 |
| title | Cellular neural networks and visual computing : foundation and applications / |
| title_alt | Introduction -- Notation, definitions, and mathematical foundation -- Characteristics and analysis of simple CNN templates -- Simulation of the CNN dynamics -- Binary CNN characterization via Boolean functions -- Uncoupled CNNs: unified theory and applications -- Introduction to the CNN Universal Machine -- Back to basics: Nonlinear dynamics and complete stability -- The CNN Universal Machine (CNN-UM) -- Template design tools -- CNNs for linear image processing -- Coupled CNN with linear synaptic weights -- Uncoupled standard CNNs with nonlinear synaptic weights -- Standard CNNs with delayed synaptic weights and motion analysis. |
| title_auth | Cellular neural networks and visual computing : foundation and applications / |
| title_exact_search | Cellular neural networks and visual computing : foundation and applications / |
| title_full | Cellular neural networks and visual computing : foundation and applications / Leon O. Chua and Tamás Roska. |
| title_fullStr | Cellular neural networks and visual computing : foundation and applications / Leon O. Chua and Tamás Roska. |
| title_full_unstemmed | Cellular neural networks and visual computing : foundation and applications / Leon O. Chua and Tamás Roska. |
| title_short | Cellular neural networks and visual computing : |
| title_sort | cellular neural networks and visual computing foundation and applications |
| title_sub | foundation and applications / |
| topic | Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Neural Networks, Computer https://id.nlm.nih.gov/mesh/D016571 Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. bisacsh Neural networks (Computer science) fast Zellulares neuronales Netz gnd http://d-nb.info/gnd/4510736-1 Bildverarbeitung gnd http://d-nb.info/gnd/4006684-8 |
| topic_facet | Neural networks (Computer science) Neural Networks, Computer Réseaux neuronaux (Informatique) COMPUTERS Neural Networks. Zellulares neuronales Netz Bildverarbeitung Electronic books. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=112470 |
| work_keys_str_mv | AT chualeono cellularneuralnetworksandvisualcomputingfoundationandapplications AT roskat cellularneuralnetworksandvisualcomputingfoundationandapplications |