From deep learning to rational machines : what the history of philosophy can teach us about the future of artifical intelligence /

• Main Author: Buckner, Cameron J. (συγγραφέας)
• Format: Book
• Language: English
• Published: New York, NY : Oxford University Press, 2024.
• Subjects: Μηχανική μάθηση; Τεχνητή νοημοσύνη > Ιστορία

This book provides a framework for thinking about foundational philosophical questions surrounding machine learning as an approach to artificial intelligence. Specifically, it links recent breakthroughs in deep learning to classical empiricist philosophy of mind. In recent assessments of deep learni...

Table of Contents:

• Moderate empiricism and machine learning
• What is deep learning, and how should we evaluate its potential?
• Perception
• Memory
• Imagination
• Attention
• Social and moral cognition.