Intelligence Emerging : Adaptivity and Search in Evolving Neural Systems.
by
Downing, Keith L.
Title
:
Intelligence Emerging : Adaptivity and Search in Evolving Neural Systems.
Author
:
Downing, Keith L.
ISBN
:
9780262328661
Personal Author
:
Downing, Keith L.
Physical Description
:
1 online resource (499 pages)
Contents
:
Contents -- Preface -- Acknowledgments -- 1 Introduction -- 2 Emergence -- 3 Search: The Core of AI -- 4 Representations for Search and Emergence -- 5 Evolutionary Algorithms -- 6 Artificial Neural Networks -- 7 Knowledge Representation in Neural Networks -- 8 Search and Representation in Evolutionary Algorithms -- 9 Evolution and Development of the Brain -- 10 Learning via Synaptic Tuning -- 11 Trial-and-Error Learning in Neural Networks -- 12 Evolving Artificial Neural Networks -- 13 Recognizing Emergent Intelligence -- 14 Conclusion -- A Evolutionary Algorithm Sidelights -- B Neural Network Sidelights -- Notes -- References -- Index.
Abstract
:
An investigation of intelligence as an emergent phenomenon, integrating the perspectives of evolutionary biology, neuroscience, and artificial intelligence.
Local Note
:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Subject Term
:
Adaptive computing systems.
Experiential learning.
Genetic algorithms.
Machine learning.
Neural networks (Computer science).
Genre
:
Electronic books.
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | Status |
|---|
| IYTE Library | E-Book | 1332214-1001 | QA76.87 -- .D69 2015 EB | Ebrary E-Books |