Single-layer neural networks and network training

ARTIFICIAL INTELLIGENCE FOR COMPUTING AND ITS APPLICATIONS IN THE FIELD OF NATURAL RESOURCES AND ENVIRONMENT Lesson 3. Single-layer neural networks and network training.

Bài số 3. Mạng nơ ron một lớp và huấn luyện mạng
TS Nguyễn Dư Khang

Tóm tắt:
Summary: In the previous article, the author presented some core functions and parameters used in artificial neural networks. In this article, the author will present single-layer artificial neural networks and network training algorithms, along with specific examples based on the functions and parameters introduced. Single-layer neural networks, being simple networks, are usually only applied when classifying objects with clearly distinct characteristics. However, this knowledge is important for readers to approach multi-layer artificial neural networks, which will be presented in later articles, serving specific applications that each interested reader can apply to their own professional field. Keywords: Perceptron, delta, gradient . 
Từ khoá: Perceptron, delta, gradient .