Artificial Intelligence
Publisher: Taylor and Francis
Published: 2022
Place of publication: New York
Language: eng
ISBN-13: 9781003214892
Copyright date: 2022
Table of contents: title: Part I: The Arrival of AI in the Human World; title: Chapter One: Game-Playing Machines; title: Chapter Two: Working Machines; title: Chapter Three: Intelligence; title: Chapter Four: The AI Singularity; title: Part II: The Artificial Intelligence Infrastructure; title: Chapter Five: Hardware; title: Chapter Six: Software; title: Chapter Seven: Computer Communications; title: Chapter Eight: Open Source Software; title: Part III: Top-Down Artificial Intelligence; title: Chapter Nine: Open Source Software; title: Chapter Ten: Bottom-Up Artificial Intelligence; title: Chapter Eleven: Machine Learning Modeling; title: Chapter Twelve: Markov Chain Monte Carlo Simulation; title: Part IV: Structure and Operation; title: Chapter Thirteen: Artificial Neural Networks; title: Chapter Fourteen: Pattern Recognition; title: Chapter Fifteen: Parameterization; title: Chapter Sixteen: Gradient Descent; title: Chapter Seventeen: Backpropagation; title: Chapter Eighteen: Convolutional Neural Networks