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A CMOS-compatible electronic synapse device based on Cu/SiO2/W programmable metallization cells

机译:基于Cu / SiO2 / W可编程金属化单元的CMOS兼容电子突触设备

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In this work, the resistance plasticity of Cu/SiO2/W programmable metallization cell devices is experimentally explored for the emulation of biological synapses. PMC devices were fabricated with foundry friendly materials using standard processes. The resistance can be continuously increased or decreased with both dc and voltage pulse programming. Impedance spectroscopy results indicate that the gradual change of resistance is attributable to the expansion or contraction of a Cu-rich layer within the device. Pulse programming experiments further show that the pulse amplitude plays a more important role in resistance change than pulse width, which is consistent with the proposed 'dual-layer' device model. The dense resistance-state distribution, 1 V operating voltage and inherent CMOS-compatibility suggests its potential application as electronic synapse in neuromorphic computing.
机译:在这项工作中,通过实验探索了Cu / SiO2 / W可编程金属化电池器件的电阻可塑性,以模拟生物突触。 PMC器件使用标准工艺由铸造友好型材料制造。直流和电压脉冲编程均可连续增加或减小电阻。阻抗谱结果表明,电阻的逐渐变化可归因于器件内富铜层的膨胀或收缩。脉冲编程实验进一步表明,脉冲幅度在电阻变化中比脉冲宽度起着更重要的作用,这与提出的“双层”器件模型是一致的。密集的电阻状态分布,1 V的工作电压和固有的CMOS兼容性表明其作为电子突触在神经形态计算中的潜在应用。

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