Guide to Deep Learning Basics

Name: Guide to Deep Learning Basics
Brand: Springer, Berlin
SKU: 9783030375904
Price: 99.78 EUR
Availability: InStock

Logical, Historical and Philosophical Perspectives

Autor: Sandro Skansi

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

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99.78 €

This stimulating text/reference presents a philosophical exploration of the conceptual foundations o...

Informácie o knihe

Autor

Sandro Skansi

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2020

Stránok

140

EAN

9783030375904

Enbook ID

25243173

Vydavateľ

Springer, Berlin

Hmotnosť

395

Rozmery

155 x 235 x 14

Kompletný popis

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.

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Guide to Deep Learning Basics

Logical, Historical and Philosophical Perspectives

Informácie o knihe

Kompletný popis

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