【Excellent Condition】Deep Learning Revolution

The Deep Learning Revolution
Terrence J. Sejnowski
List Price: ¥ 3,080

Self-driving cars, automatic translation, and Go-playing machines that can defeat world champions— Artificial intelligence is rapidly advancing. The technology that has brought about this dramatic evolution in artificial intelligence is deep learning, which mimics the human brain. How were artificial intelligence and deep learning, which are transforming our lives, developed and how have they evolved?

This book is the Japanese translation of The Deep Learning Revolution written by Professor Terrence J. Sejnowski, a pioneer in deep learning research. It traces the history of deep learning development while explaining its mechanisms and characteristics in detail.

Table of Contents

Foreword
Foreword by the Supervising Translator

Part 1: Intelligence from New Ideas
Chapter 1: The Rise of Machine Learning
Chapter 2: The Revival of Artificial Intelligence
Chapter 3: The Dawn of Neural Networks
Chapter 4: Brain-like Computing
Chapter 5: Insights from the Visual System

Part 2: Various Learning Methods
Chapter 6: The Cocktail Party Problem
Chapter 7: Hopfield Networks and Boltzmann Machines
Chapter 8: Backpropagation
Chapter 9: Learning Convolutional Networks
Chapter 10: Reinforcement Learning
Chapter 11: Neural Information Processing Systems (NIPS) Conference

Part 3: The Impact of Technology and Science
Chapter 12: The Future of Machine Learning
Chapter 13: The Age of Algorithms
Chapter 14: Hello, Mr. Chips
Chapter 15: The Content of Information
Chapter 16: Consciousness
Chapter 17: Nature is Smarter Than Us
Chapter 18: Deep Intelligence

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