Neuromorphic Spintronics
Abstract
Neuromorphic spintronics combines two advanced fields in technology, neuromorphic computing, and spintronics, to create brain-inspired, efficient computing systems that leverage the unique properties of the electron’s spin. In this book chapter, we first introduce both fields—neuromorphic computing and spintronics—and then make a case for neuromorphic spintronics. We discuss concrete examples of neuromorphic spintronics, including computing based on fluctuations, artificial neural networks, and reservoir computing, highlighting their potential to revolutionize computational efficiency and functionality.
Fields of Study & Subjects
Advanced Memory and Neural Computing
Neural Networks and Reservoir Computing
Magnetic properties of thin films
Publication details
- Journal / source
- Machine intelligence for materials science
- Pages
- 389–415
- Publication date
- 1 January 2026
- Language
- EN
- Document type
- Book chapter