人工知能のための神経科学入門 Neuroscience for Artificial Intelligence

著者名：Jia, Huijue

Jenny Stanford Publishing（2023/05/31発売）

• 言語：ENG
• ISBN：9789814968782
• eISBN：9781000908855

Description

The ongoing boom of applications for artificial intelligence (AI) is based on algorithms that were inspired by neuroscience discoveries in the 1960s. This is a timely book to introduce the new discoveries and ideas in neuroscience, for the next wave of more powerful AI. AI researchers are all interested in the human brain, which is more capable and energy-efficient, but do not have good reading materials from the rather separate subfields of neuroscience, all with plenty of jargons. Based on hundreds of publications from top journals, the book fills in the gap between existing computational hardware/algorithms and emerging knowledge from neuroscience.

Table of Contents

1. Evolving under Constraints 2. The Senses as Basic Input 3. Changing Priorities with Age 4. Memory in Cells 5. Memory in Dendritic Spines 6. Sleeping and Dreaming 7. Mastering Space and Time 8. Arithmetics, Talking, and Reading 9. Causality and Cognitive Exploration