Neural networks and animal behavior /:
How can we make better sense of animal behavior by using what we know about the brain? This is the first book that attempts to answer this important question by applying neural network theory. Scientists create Artificial Neural Networks (ANNs) to make models of the brain. These networks mimic the a...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Princeton :
Princeton University Press,
[2005]
|
| Schriftenreihe: | Monographs in behavior and ecology.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | How can we make better sense of animal behavior by using what we know about the brain? This is the first book that attempts to answer this important question by applying neural network theory. Scientists create Artificial Neural Networks (ANNs) to make models of the brain. These networks mimic the architecture of a nervous system by connecting elementary neuron-like units into networks in which they stimulate or inhibit each other's activity in much the same way neurons do. This book shows how scientists can employ ANNs to analyze animal behavior, explore the general principles of the nervous systems, and test potential generalizations among species. The authors focus on simple neural networks to show how ANNs can be investigated by math and by computers. They demonstrate intuitive concepts that make the operation of neural networks more accessible to nonspecialists. The first chapter introduces various approaches to animal behavior and provides an informal introduction to neural networks, their history, and their potential advantages. The second chapter reviews artificial neural networks, including biological foundations, techniques, and applications. The following three chapters apply neural networks to such topics as learning and development, classical instrumental condition, and the role of genes in building brain networks. The book concludes by comparing neural networks to other approaches. It will appeal to students of animal behavior in many disciplines. It will also interest neurobiologists, cognitive scientists, and those from other fields who wish to learn more about animal behavior. |
| Beschreibung: | 1 online resource (ix, 253 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 219-248) and index. |
| ISBN: | 9781400850785 1400850789 |
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| 505 | 0 | |a Ch. 1. Understanding animal behavior -- Ch. 2. Fundamentals of neural network models -- Ch. 3. Mechanisms of behavior -- Ch. 4. Learning and ontogeny -- Ch. 5. Evolution -- Ch. 6. Conclusions. | |
| 588 | 0 | |a Print version record. | |
| 520 | |a How can we make better sense of animal behavior by using what we know about the brain? This is the first book that attempts to answer this important question by applying neural network theory. Scientists create Artificial Neural Networks (ANNs) to make models of the brain. These networks mimic the architecture of a nervous system by connecting elementary neuron-like units into networks in which they stimulate or inhibit each other's activity in much the same way neurons do. This book shows how scientists can employ ANNs to analyze animal behavior, explore the general principles of the nervous systems, and test potential generalizations among species. The authors focus on simple neural networks to show how ANNs can be investigated by math and by computers. They demonstrate intuitive concepts that make the operation of neural networks more accessible to nonspecialists. The first chapter introduces various approaches to animal behavior and provides an informal introduction to neural networks, their history, and their potential advantages. The second chapter reviews artificial neural networks, including biological foundations, techniques, and applications. The following three chapters apply neural networks to such topics as learning and development, classical instrumental condition, and the role of genes in building brain networks. The book concludes by comparing neural networks to other approaches. It will appeal to students of animal behavior in many disciplines. It will also interest neurobiologists, cognitive scientists, and those from other fields who wish to learn more about animal behavior. | ||
| 546 | |a In English. | ||
| 650 | 0 | |a Animal behavior |x Computer simulation. | |
| 650 | 0 | |a Neural networks (Computer science) |0 http://id.loc.gov/authorities/subjects/sh90001937 | |
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| author | Enquist, Magnus |
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| contents | Ch. 1. Understanding animal behavior -- Ch. 2. Fundamentals of neural network models -- Ch. 3. Mechanisms of behavior -- Ch. 4. Learning and ontogeny -- Ch. 5. Evolution -- Ch. 6. Conclusions. |
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| discipline | Biologie Informatik |
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| id | ZDB-4-EBA-ocn864139392 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:25:39Z |
| institution | BVB |
| isbn | 9781400850785 1400850789 |
| language | English |
| oclc_num | 864139392 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (ix, 253 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| publisher | Princeton University Press, |
| record_format | marc |
| series | Monographs in behavior and ecology. |
| series2 | Monographs in behavior and ecology |
| spelling | Enquist, Magnus. Neural networks and animal behavior / Magnus Enquist, Stefano Ghirlanda. Princeton : Princeton University Press, [2005] ©2005 1 online resource (ix, 253 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier text file Monographs in behavior and ecology Includes bibliographical references (pages 219-248) and index. Ch. 1. Understanding animal behavior -- Ch. 2. Fundamentals of neural network models -- Ch. 3. Mechanisms of behavior -- Ch. 4. Learning and ontogeny -- Ch. 5. Evolution -- Ch. 6. Conclusions. Print version record. How can we make better sense of animal behavior by using what we know about the brain? This is the first book that attempts to answer this important question by applying neural network theory. Scientists create Artificial Neural Networks (ANNs) to make models of the brain. These networks mimic the architecture of a nervous system by connecting elementary neuron-like units into networks in which they stimulate or inhibit each other's activity in much the same way neurons do. This book shows how scientists can employ ANNs to analyze animal behavior, explore the general principles of the nervous systems, and test potential generalizations among species. The authors focus on simple neural networks to show how ANNs can be investigated by math and by computers. They demonstrate intuitive concepts that make the operation of neural networks more accessible to nonspecialists. The first chapter introduces various approaches to animal behavior and provides an informal introduction to neural networks, their history, and their potential advantages. The second chapter reviews artificial neural networks, including biological foundations, techniques, and applications. The following three chapters apply neural networks to such topics as learning and development, classical instrumental condition, and the role of genes in building brain networks. The book concludes by comparing neural networks to other approaches. It will appeal to students of animal behavior in many disciplines. It will also interest neurobiologists, cognitive scientists, and those from other fields who wish to learn more about animal behavior. In English. Animal behavior Computer simulation. Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Animal behavior. http://id.loc.gov/authorities/subjects/sh85005162 Behavior, Animal Neural Networks, Computer Animaux Murs et comportement Simulation par ordinateur. Réseaux neuronaux (Informatique) Animaux Murs et comportement. SCIENCE Life Sciences Zoology General. bisacsh COMPUTERS Neural Networks. bisacsh Animal behavior fast Animal behavior Computer simulation fast Neural networks (Computer science) fast Computersimulation gnd http://d-nb.info/gnd/4148259-1 Neuronales Netz gnd http://d-nb.info/gnd/4226127-2 Verhalten gnd http://d-nb.info/gnd/4062860-7 Tiere gnd http://d-nb.info/gnd/4060087-7 Ghirlanda, Stefano, 1972- https://id.oclc.org/worldcat/entity/E39PCjr6FCrmpC4YXKkttftTh3 http://id.loc.gov/authorities/names/n2005011303 has work: Neural networks and animal behavior (Text) https://id.oclc.org/worldcat/entity/E39PCGRwWmqD6YPK8gc6YbHFjy https://id.oclc.org/worldcat/ontology/hasWork Print version: Enquist, Magnus. Neural networks and animal behavior 0691096325 (DLC) 2005040561 (OCoLC)58451840 Monographs in behavior and ecology. http://id.loc.gov/authorities/names/n83702774 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=660181 Volltext |
| spellingShingle | Enquist, Magnus Neural networks and animal behavior / Monographs in behavior and ecology. Ch. 1. Understanding animal behavior -- Ch. 2. Fundamentals of neural network models -- Ch. 3. Mechanisms of behavior -- Ch. 4. Learning and ontogeny -- Ch. 5. Evolution -- Ch. 6. Conclusions. Animal behavior Computer simulation. Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Animal behavior. http://id.loc.gov/authorities/subjects/sh85005162 Behavior, Animal Neural Networks, Computer Animaux Murs et comportement Simulation par ordinateur. Réseaux neuronaux (Informatique) Animaux Murs et comportement. SCIENCE Life Sciences Zoology General. bisacsh COMPUTERS Neural Networks. bisacsh Animal behavior fast Animal behavior Computer simulation fast Neural networks (Computer science) fast Computersimulation gnd http://d-nb.info/gnd/4148259-1 Neuronales Netz gnd http://d-nb.info/gnd/4226127-2 Verhalten gnd http://d-nb.info/gnd/4062860-7 Tiere gnd http://d-nb.info/gnd/4060087-7 |
| subject_GND | http://id.loc.gov/authorities/subjects/sh90001937 http://id.loc.gov/authorities/subjects/sh85005162 http://d-nb.info/gnd/4148259-1 http://d-nb.info/gnd/4226127-2 http://d-nb.info/gnd/4062860-7 http://d-nb.info/gnd/4060087-7 |
| title | Neural networks and animal behavior / |
| title_auth | Neural networks and animal behavior / |
| title_exact_search | Neural networks and animal behavior / |
| title_full | Neural networks and animal behavior / Magnus Enquist, Stefano Ghirlanda. |
| title_fullStr | Neural networks and animal behavior / Magnus Enquist, Stefano Ghirlanda. |
| title_full_unstemmed | Neural networks and animal behavior / Magnus Enquist, Stefano Ghirlanda. |
| title_short | Neural networks and animal behavior / |
| title_sort | neural networks and animal behavior |
| topic | Animal behavior Computer simulation. Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Animal behavior. http://id.loc.gov/authorities/subjects/sh85005162 Behavior, Animal Neural Networks, Computer Animaux Murs et comportement Simulation par ordinateur. Réseaux neuronaux (Informatique) Animaux Murs et comportement. SCIENCE Life Sciences Zoology General. bisacsh COMPUTERS Neural Networks. bisacsh Animal behavior fast Animal behavior Computer simulation fast Neural networks (Computer science) fast Computersimulation gnd http://d-nb.info/gnd/4148259-1 Neuronales Netz gnd http://d-nb.info/gnd/4226127-2 Verhalten gnd http://d-nb.info/gnd/4062860-7 Tiere gnd http://d-nb.info/gnd/4060087-7 |
| topic_facet | Animal behavior Computer simulation. Neural networks (Computer science) Animal behavior. Behavior, Animal Neural Networks, Computer Animaux Murs et comportement Simulation par ordinateur. Réseaux neuronaux (Informatique) Animaux Murs et comportement. SCIENCE Life Sciences Zoology General. COMPUTERS Neural Networks. Animal behavior Animal behavior Computer simulation Computersimulation Neuronales Netz Verhalten Tiere |
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| work_keys_str_mv | AT enquistmagnus neuralnetworksandanimalbehavior AT ghirlandastefano neuralnetworksandanimalbehavior |