Magnetic Straintronics
An Energy-Efficient Hardware Paradigm for Digital and Analog Information Processing
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Beschreibung
This book covers the new field of straintronics, using strain switched nanomagnets for extremely energy-efficient computing, information processing, communication, and signal generation. Based on well-established CMOS technology, traditional electronics have two significant shortcomings: excessive energy dissipation and volatility, which is the inability to retain information after power has been switched off. Straintronics is more energy-efficient and non-volatile (but also more error-prone), allowing it to eclipse traditional electronics in niche areas that are increasingly attracting attention, such as image processing and probabilistic computing, computer vision, machine learning, neuromorphic networks, probabilistic computing, and belief networks.
Magnetic Straintronics: An Energy-Efficient Hardware Paradigm for Digital and Analog Information Processing introduces straintronics and the technology's myriad applications for researchers, engineers, and scientists in electrical engineering, physics, and computer engineering.
- Provides an introduction to modern straintronics
- Looks at ultra-energy-efficient information processing, communication, and signal generation
- Emphasizes engineering aspects more than materials
This book covers the new field of straintronics, using strain switched nanomagnets for extremely energy-efficient computing, information processing, communication, and signal generation. Based on well-established CMOS technology, traditional electronics have two significant shortcomings: excessive energy dissipation and volatility, which is the inability to retain information after power has been switched off. Straintronics is more energy-efficient and non-volatile (but also more error-prone), allowing it to eclipse traditional electronics in niche areas that are increasingly attracting attention, such as image processing and probabilistic computing, computer vision, machine learning, neuromorphic networks, probabilistic computing, and belief networks.
Magnetic Straintronics: An Energy-Efficient Hardware Paradigm for Digital and Analog Information Processing introduces straintronics and the technology's myriad applications for researchers, engineers, and scientists in electrical engineering, physics, and computer engineering.
Provides an introduction to modern straintronics Looks at ultra-energy-efficient information processing, communication, and signal generation Emphasizes engineering aspects more than materials
Autor*in
Supriyo Bandyopadhyay
Themen in »Magnetic Straintronics«
Straintronics Nanomagnetic computing Probabilistic computing Magnetic neural networks Magnetic logic Magnetic belief networks Multiferroic devices and systems Strain switched nanomagnets Ultralow-energy computing Ultralow-energy information processing.