Mathematics for AI and Machine Learning

Foundations for modern AI and machine learning

Kronecker Product

Chapter 10 Linear algebra

Chapter 10: Matrix Block Partitioning — Kronecker Product

High-resolution PNG
Kronecker Product — high-resolution mind-map icon

From the book

Chapter 10: Matrix Block Partitioning. In the chapter mind map this icon labels Kronecker Product: $A \otimes B$. The discussion below is excerpted and lightly edited from § Kronecker Product (Matrix Tensor Product) in Mathematics for AI and Machine Learning.

The Kronecker product (also called tensor product) is a fundamental operation that creates block-structured matrices from smaller matrices.

What this drawing shows

What you see. Shows block-structured multiplication between matrices.

In the mind map. Chapter 10 — Kronecker Product. See From the book above for definitions, figures, and worked examples.

Where to read next

Open Chapter 10 companion →

Read the full definitions, figures, and worked examples in Chapter 10: Matrix Block Partitioning — see the mind-map node Kronecker Product.