Synaptic element for neuromorphic computing using a magnetic domain wall device with synthetic pinning sites

• Main Authors: Jin, Tianli, Gan, Weiliang, Tan, Funan, Sernicola, Nicolo Roberto, Lew, Wen Siang, Piramanayagam, S. N.
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2020
• Subjects: Science::Physics; Neuromorphic Computing; Domain Wall Device
• Online Access: https://hdl.handle.net/10356/141986
• Institution: Nanyang Technological University

The ability to make devices that mimic the human brain has been a subject of great interest in scientific research in recent years. Current artificial intelligence algorithms are primarily executed on the von Neumann hardware. This causes a bottleneck in processing speeds and is not energy efficient...