Domain Wall Leaky Integrate-and-Fire Neurons With Shape-Based Configurable Activation Functions
IEEE Transactions on Electron Devices(2022)
摘要
CMOS devices display volatile characteristics and are not well suited for analog applications such as neuromorphic computing. Spintronic devices, on the other hand, exhibit both non-volatile and analog features, which are well suited to neuromorphic computing. Consequently, these novel devices are at the forefront of beyond-CMOS artificial intelligence applications. However, a large quantity of th...
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关键词
Neurons,Synapses,Spintronics,Magnetic tunneling,Neuromorphic engineering,Magnetic domain walls,Mathematical models
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