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Deep learning : how the mind overrides experience /

"Although the ability to retain, process, and project prior experience onto future situations is indispensable, the human mind also possesses the ability to override experience and adapt to changing circumstances. Cognitive scientist Stellan Ohlsson analyzes three types of deep, non-monotonic c...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ohlsson, Stellan
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge ; New York : Cambridge University Press, 2011.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Part I. Introduction: 1. The need to override experience; 2. The nature of the enterprise
  • Part II. Creativity: 3. The production of novelty; 4. Creative insight: the redistribution theory; 5. Creative insight writ large
  • Part III. Adaptation: 6. The growth of competence; 7. Error correction: the specialization theory; 8. Error correction in context
  • Part IV. Conversion: 9. The formation of belief; 10. Belief revision: the resubsumption theory
  • Part V. Conclusion: 11. Elements of a unified theory; 12. The recursion curse.