Atjaunināt sīkdatņu piekrišanu

E-grāmata: Neural Networks and Animal Behavior

3.00/5 (2 ratings by Goodreads)
,
Citas grāmatas par šo tēmu:
  • Formāts - PDF+DRM
  • Cena: 79,84 €*
  • * ši ir gala cena, t.i., netiek piemērotas nekādas papildus atlaides
  • Ielikt grozā
  • Pievienot vēlmju sarakstam
  • Šī e-grāmata paredzēta tikai personīgai lietošanai. E-grāmatas nav iespējams atgriezt un nauda par iegādātajām e-grāmatām netiek atmaksāta.
Neural Networks and Animal BehaviorPalielināt
Citas grāmatas par šo tēmu:

DRM restrictions

  • Kopēšana (kopēt/ievietot):

    nav atļauts

  • Drukāšana:

    nav atļauts

  • Lietošana:

    Digitālo tiesību pārvaldība (Digital Rights Management (DRM))
    Izdevējs ir piegādājis šo grāmatu šifrētā veidā, kas nozīmē, ka jums ir jāinstalē bezmaksas programmatūra, lai to atbloķētu un lasītu. Lai lasītu šo e-grāmatu, jums ir jāizveido Adobe ID. Vairāk informācijas šeit. E-grāmatu var lasīt un lejupielādēt līdz 6 ierīcēm (vienam lietotājam ar vienu un to pašu Adobe ID).

    Nepieciešamā programmatūra
    Lai lasītu šo e-grāmatu mobilajā ierīcē (tālrunī vai planšetdatorā), jums būs jāinstalē šī bezmaksas lietotne: PocketBook Reader (iOS / Android)

    Lai lejupielādētu un lasītu šo e-grāmatu datorā vai Mac datorā, jums ir nepieciešamid Adobe Digital Editions (šī ir bezmaksas lietotne, kas īpaši izstrādāta e-grāmatām. Tā nav tas pats, kas Adobe Reader, kas, iespējams, jau ir jūsu datorā.)

    Jūs nevarat lasīt šo e-grāmatu, izmantojot Amazon Kindle.

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.

Recenzijas

"Neural Networks and Animal Behavior will interest students of animal behavior, cognitive scientists, engineers, and anyone working with neural networks. In a real way, this book is a bridge across the disciplines, constructing connections between animal behavior theories to other modes of understanding."--Biology Digest "This is a timely contribution to the field that should mark a turning point in the use of neural networks in animal behavior research."--Richard Peters, Animal Behaviour

Papildus informācija

This book will make a major contribution to the field of animal behavior. The explanations are clear and the math transparent. Anyone who viewed artificial neural networks as mysterious black boxes will have their minds changed. -- Michael J. Ryan, University of Texas, Austin This book shows how neural net models can improve our understanding of animal behavior. It offers an accessible introduction to the general approach while covering a wide range of topics. -- Alasdair Houston, University of Bristol
Preface vii
Chapter
1. Understanding Animal Behavior 1 1.1 The causes
of behavior 2 1.2 A framework for models of behavior 4 1.3 The structure of
behavior models 7 1.4 Neural network models 18
Chapter
2. Fundamentals of
Neural Network Models 31 2.1 Network nodes 31 2.2 Network architectures 39
2.3 Achieving specific input-output mappings 45 2.4 Organizing networks
without specific guidance 57 2.5 Working with your own models 58
Chapter
3.
Mechanisms of Behavior 67 3.1 Analysis of behavior systems 67 3.2 Building
neural network models 70 3.3 Reactions to stimuli 75 3.4 Sensory processing
89 3.5 Temporal patterns 96 3.6 Many sources of information and messy
information 99 3.7 Central mechanisms of decision making 100 3.8 Motor
control 115 3.9 Consequences of damage to nervous systems 123
Chapter
4.
Learning and Ontogeny 129 4.1 What are learning and ontogeny? 129 4.2
General aspects of learning 130 4.3 Network models of general learning
phenomena 141 4.4 Behaviorally silent learning 151 4.5 Comparison with
animal learning theory 155 4.6 Training animals versus training networks 159
4.7 Ontogeny 160 4.8 Conclusions 170
Chapter
5. Evolution 173 5.1 The
evolution of behavior systems 173 5.2 Requirements for evolving behavior
mechanisms 175 5.3 The material basis of behavioral evolution 178 5.4
Exploring evolution with neural network models 186 5.5 Conclusions 202
Chapter
6. Conclusions 205 6.1 Are neural networks good models of behavior?
205 6.2 Do we use too simple network models? 208 6.3 Comparisons with other
models 208 6.4 Neural networks and animal cognition 210 6.5 Final words 218
Bibliography 219 Index 249
Magnus Enquist is Professor of Ethology in the Department of Zoology at Stockholm University. Stefano Ghirlanda is Researcher of General Psychology in the Department of Psychology at the University of Bologna.
Biežāk uzdotie jautājumi par e-grāmatām Biežāk uzdotie jautājumi par e-grāmatām
Permanent link: https://www.kriso.lv/db/97814008507852e.html
Keywords: