Intelligence emerging : adaptivity and search in evolving neural systems /

"Emergence--the formation of global patterns from solely local interactions--is a frequent and fascinating theme in the scientific literature both popular and academic. In this book, Keith Downing undertakes a systematic investigation of the widespread (if often vague) claim that intelligence i...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Downing, Keith L. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Massachusetts ; London, England : The MIT Press, [2015]
Temas:
Neural networks (Computer science)
Machine learning.
Experiential learning.
Genetic algorithms.
Adaptive computing systems.
Neural Networks, Computer
Machine Learning
Réseaux neuronaux (Informatique)
Apprentissage automatique.
Apprentissage expérientiel.
Algorithmes génétiques.
Systèmes adaptatifs (Informatique)
COMPUTERS > General.
SCIENCE > Cognitive Science.
Adaptive computing systems
Experiential learning
Genetic algorithms
Machine learning
COMPUTER SCIENCE/Artificial Intelligence
COGNITIVE SCIENCES/General
Electronic books.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Emergence
  • Search : the core of AI
  • Representations for search and emergence
  • Evolutionary algorithms
  • Artificial neural networks
  • Knowledge representation in neural networks
  • Search and representation in evolutionary algorithms
  • Evolution and development of the brain
  • Learning via synaptic tuning
  • Trial and error learning in neural networks
  • Evolving artificial neural networks
  • Recognizing emergent intelligence.

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