Domain Wall Leaky Integrate-and-Fire Neurons With Shape-Based Configurable Activation Functions

IEEE Transactions on Electron Devices(2022)

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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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