Synaptic electronics: materials, devices and applications
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Published on: July 18, 2025
Duygu Kuzum1, Shimeng Yu, H-S Philip Wong
1Department of Electrical Engineering, Stanford University, Stanford, CA 94305, USA. duygu@stanford.edu
Abstract:
In this paper, the recent progress of synaptic electronics is reviewed. The basics of biological synaptic plasticity and learning are described. The material properties and electrical switching characteristics of a variety of synaptic devices are discussed, with a focus on the use of synaptic devices for neuromorphic or brain-inspired computing. Performance metrics desirable for large-scale implementations of synaptic devices are illustrated. A review of recent work on targeted computing applications with synaptic devices is presented.
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