SOT-MRAM based Sigmoidal Neuron for Neuromorphic Architectures

1 Jun 2020Brendan ReidyRamtin Zand

In this paper, the intrinsic physical characteristics of spin-orbit torque (SOT) magnetoresistive random-access memory (MRAM) devices are leveraged to realize sigmoidal neurons in neuromorphic architectures. Performance comparisons with the previous power- and area-efficient sigmoidal neuron circuits exhibit 74x and 12x reduction in power-area-product values for the proposed SOT-MRAM based neuron... (read more)

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