Guide to Deep Learning Basics: Logical, Historical and Philosophical Perspectives - Couverture souple

 
9783030375935: Guide to Deep Learning Basics: Logical, Historical and Philosophical Perspectives
Couverture souple
ISBN 10 : 3030375935 ISBN 13 : 9783030375935
Editeur : Springer, 2021

Synopsis

This stimulating text/reference presents a philosophical exploration of the conceptual foundations of deep learning, presenting enlightening perspectives that encompass such diverse disciplines as computer science, mathematics, logic, psychology, and cognitive science. The text also highlights select topics from the fascinating history of this exciting field, including the pioneering work of Rudolf Carnap, Warren McCulloch, Walter Pitts, Bulcsú László, and Geoffrey Hinton.

Topics and features:

  • Provides a brief history of mathematical logic, and discusses the critical role of philosophy, psychology, and neuroscience in the history of AI
  • Presents a philosophical case for the use of fuzzy logic approaches in AI
  • Investigates the similarities and differences between the Word2vec word embedding algorithm, and the ideas of Wittgenstein and Firth on linguistics
  • Examines how developments in machine learning provide insights into the philosophical challenge of justifying inductive inferences
  • Debates, with reference to philosophical anthropology, whether an advanced general artificial intelligence might be considered as a living being
  • Investigates the issue of computational complexity through deep-learning strategies for understanding AI-complete problems and developing strong AI
  • Explores philosophical questions at the intersection of AI and transhumanism

This inspirational volume will rekindle a passion for deep learning in those already experienced in coding and studying this discipline, and provide a philosophical big-picture perspective for those new to the field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Dr. Sandro Skansi is an Assistant Professor of Logic at the University of Zagreb, Croatia.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2021
Langue
anglais
ISBN 10 
3030375935
ISBN 13 
9783030375935
Reliure
Broché
Nombre de pages
148
Éditeur
Skansi Sandro
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Allemagne

Autres éditions populaires du même titre

9783030375904: Guide to Deep Learning Basics

Edition présentée

ISBN 10 :  3030375900 ISBN 13 :  9783030375904
Editeur : Springer, 2020
Couverture rigide