The original teaching material 「AI基礎原理とその仕組み」(AI Basic Principles and Its Mechanism) is published!
The original teaching material of Kobe Denshi 「AI基礎原理とその仕組み」(AI Basic Principles and Its Mechanism) has been made into a book, and will be released nationwide.
Why can AI “learn by itself”?
By studying this book, you will find out immediately!
Computers can do huge amounts of computation, but they can’t do much more. However, AI can learn by itself.
It seems that few people who are studying AI know this. This book provides a gentle and thorough explanation of the structure and mechanism of AI, which is often treated as a black box. Therefore, the main purpose of the explanation is why AI can learn by itself, so you can learn about basic of AI immediately.
The overview of this teaching material:
《AI基礎原理とその仕組み》 (AI Basic Principles and Its Mechanism)
Neural Network and Deep Learning
Kobe Institute of Computing-College of Computing (Kobe Denshi)
Kobe Institute of Computing-Graduate School of Information technology (KIC)
Author:
Tomio Fukuoka (President)
Motohiro Aburaya
Nationwide handling stores
（MARUZEN&JUNKUDO／MARUZEN／JUNKUDO）
It will be sold in Hokkaido, Tokyo, Nagoya, Kyoto, Osaka, Kobe, Fukuoka, Okinawa etc.
Table of Contents:
AI人工知能の歴史
機械学習とは
神経細胞について
活性化関数
人工ニュートロン
ニューラルネットワーク
畳み込みニューラルネットワーク
ディープラーニング
誤差逆伝播
体験プログラム
誤差逆伝播のプログラム例
手描き数字画像のニューラルネットワークによる認識判定プログラム例
This book is used in “AI literacy” classes and special lectures at Kobe Denshi and KIC.
