Information theory and the brain:
Information Theory and the Brain deals with an expanding area of neuroscience which provides a framework for understanding neuronal processing. It is derived from a conference held in Newquay, UK, where a select group of scientists from around the world met to discuss the topic. This book begins wit...
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| Other Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2000
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| Subjects: | |
| Online Access: | BSB01 FHN01 Volltext |
| Summary: | Information Theory and the Brain deals with an expanding area of neuroscience which provides a framework for understanding neuronal processing. It is derived from a conference held in Newquay, UK, where a select group of scientists from around the world met to discuss the topic. This book begins with an introduction to the basic concepts of information theory and then illustrates these concepts with examples from research over 40 years. Throughout the book, the contributors highlight current research from four different areas: 1) biological networks, 2) information theory and artificial networks, 3) information theory and psychology, 4) formal analysis. Each section includes an introduction and glossary covering basic concepts. This book will appeal to graduate students and researchers in neuroscience as well as computer scientists and cognitive scientists. Neuroscientists interested in any aspect of neural networks or information processing will find this a very useful addition to the current literature in this rapidly growing field |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Physical Description: | 1 online resource (xiii, 344 pages) |
| ISBN: | 9780511665516 |
| DOI: | 10.1017/CBO9780511665516 |
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Record in the Search Index
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| any_adam_object | |
| author2 | Baddeley, Roland 1965- Hancock, Peter J. B. 1958- Földiák, Peter 1963- |
| author2_role | edt edt edt |
| author2_variant | r b rb p j b h pjb pjbh p f pf |
| author_additional | Roland Baddeley Brian G. Burton Simon B. Laughlin, John C. Anderson and David O'Carroll [and others] Mitchell Thompson George Harpur and Richard Prager Stephen P. Luttrell German Mato and Nestor Parga |
| author_facet | Baddeley, Roland 1965- Hancock, Peter J. B. 1958- Földiák, Peter 1963- |
| building | Verbundindex |
| bvnumber | BV043944959 |
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| collection | ZDB-20-CBO |
| contents | Introductory Information Theory and the Brain Biological Networks Problems and Solutions in Early Visual Processing Coding Efficiency and the Metabolic Cost of Sensory and Neural Information Coding Third-Order Image Structure Information Theory and Artificial Networks Experiments with Low-Entropy Neural Networks The Emergence of Dominance Stripes and Orientation Maps in a Network of Firing Neurons Dynamic Changes in Receptive Fields Induced by Cortical Reorganization |
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| dewey-full | 612.8/2 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 612 - Human physiology |
| dewey-raw | 612.8/2 |
| dewey-search | 612.8/2 |
| dewey-sort | 3612.8 12 |
| dewey-tens | 610 - Medicine and health |
| discipline | Biologie Psychologie Medizin |
| doi_str_mv | 10.1017/CBO9780511665516 |
| format | Electronic eBook |
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| publisher | Cambridge University Press |
| record_format | marc |
| spelling | Information theory and the brain edited by Roland Baddeley, Peter Hancock, Peter Földiák Information Theory & the Brain Cambridge Cambridge University Press 2000 1 online resource (xiii, 344 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) 1 Introductory Information Theory and the Brain Roland Baddeley pt. 1 2 3 4 Biological Networks Problems and Solutions in Early Visual Processing Coding Efficiency and the Metabolic Cost of Sensory and Neural Information Coding Third-Order Image Structure Brian G. Burton Simon B. Laughlin, John C. Anderson and David O'Carroll [and others] Mitchell Thompson pt. 2 5 6 7 Information Theory and Artificial Networks Experiments with Low-Entropy Neural Networks The Emergence of Dominance Stripes and Orientation Maps in a Network of Firing Neurons Dynamic Changes in Receptive Fields Induced by Cortical Reorganization George Harpur and Richard Prager Stephen P. Luttrell German Mato and Nestor Parga Information Theory and the Brain deals with an expanding area of neuroscience which provides a framework for understanding neuronal processing. It is derived from a conference held in Newquay, UK, where a select group of scientists from around the world met to discuss the topic. This book begins with an introduction to the basic concepts of information theory and then illustrates these concepts with examples from research over 40 years. Throughout the book, the contributors highlight current research from four different areas: 1) biological networks, 2) information theory and artificial networks, 3) information theory and psychology, 4) formal analysis. Each section includes an introduction and glossary covering basic concepts. This book will appeal to graduate students and researchers in neuroscience as well as computer scientists and cognitive scientists. Neuroscientists interested in any aspect of neural networks or information processing will find this a very useful addition to the current literature in this rapidly growing field Neural networks (Neurobiology) Neural networks (Computer science) Information theory in biology Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Biologie (DE-588)4006851-1 gnd rswk-swf Gehirn (DE-588)4019752-9 gnd rswk-swf Informationstheorie (DE-588)4026927-9 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content 2\p (DE-588)1071861417 Konferenzschrift gnd-content Informationstheorie (DE-588)4026927-9 s Neuronales Netz (DE-588)4226127-2 s 3\p DE-604 Biologie (DE-588)4006851-1 s 4\p DE-604 Gehirn (DE-588)4019752-9 s 5\p DE-604 Baddeley, Roland 1965- edt Hancock, Peter J. B. 1958- edt Földiák, Peter 1963- edt Erscheint auch als Druckausgabe 978-0-521-08786-5 Erscheint auch als Druckausgabe 978-0-521-63197-6 https://doi.org/10.1017/CBO9780511665516 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 5\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Information theory and the brain Introductory Information Theory and the Brain Biological Networks Problems and Solutions in Early Visual Processing Coding Efficiency and the Metabolic Cost of Sensory and Neural Information Coding Third-Order Image Structure Information Theory and Artificial Networks Experiments with Low-Entropy Neural Networks The Emergence of Dominance Stripes and Orientation Maps in a Network of Firing Neurons Dynamic Changes in Receptive Fields Induced by Cortical Reorganization Neural networks (Neurobiology) Neural networks (Computer science) Information theory in biology Neuronales Netz (DE-588)4226127-2 gnd Biologie (DE-588)4006851-1 gnd Gehirn (DE-588)4019752-9 gnd Informationstheorie (DE-588)4026927-9 gnd |
| subject_GND | (DE-588)4226127-2 (DE-588)4006851-1 (DE-588)4019752-9 (DE-588)4026927-9 (DE-588)4143413-4 (DE-588)1071861417 |
| title | Information theory and the brain |
| title_alt | Information Theory & the Brain Introductory Information Theory and the Brain Biological Networks Problems and Solutions in Early Visual Processing Coding Efficiency and the Metabolic Cost of Sensory and Neural Information Coding Third-Order Image Structure Information Theory and Artificial Networks Experiments with Low-Entropy Neural Networks The Emergence of Dominance Stripes and Orientation Maps in a Network of Firing Neurons Dynamic Changes in Receptive Fields Induced by Cortical Reorganization |
| title_auth | Information theory and the brain |
| title_exact_search | Information theory and the brain |
| title_full | Information theory and the brain edited by Roland Baddeley, Peter Hancock, Peter Földiák |
| title_fullStr | Information theory and the brain edited by Roland Baddeley, Peter Hancock, Peter Földiák |
| title_full_unstemmed | Information theory and the brain edited by Roland Baddeley, Peter Hancock, Peter Földiák |
| title_short | Information theory and the brain |
| title_sort | information theory and the brain |
| topic | Neural networks (Neurobiology) Neural networks (Computer science) Information theory in biology Neuronales Netz (DE-588)4226127-2 gnd Biologie (DE-588)4006851-1 gnd Gehirn (DE-588)4019752-9 gnd Informationstheorie (DE-588)4026927-9 gnd |
| topic_facet | Neural networks (Neurobiology) Neural networks (Computer science) Information theory in biology Neuronales Netz Biologie Gehirn Informationstheorie Aufsatzsammlung Konferenzschrift |
| url | https://doi.org/10.1017/CBO9780511665516 |
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