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Associative learning with Y-shaped floating gate transistors operated in memristive modes

机译:以忆阻模式工作的Y形浮栅晶体管的关联学习

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摘要

We present Y-shaped three-terminal floating gate transistors with positioned quantum dots (QDs) acting as floating gates. The QDs are precisely positioned in the input terminals and the localized charge controls the conductance of the transistors. Connecting two devices enables to implement associative learning by tuning the QD-charge with two input signals. The number of pulses to develop or to forget the association depends on the widths and amplitudes of the applied voltage pulses. The Y-shaped geometry of the presented device may be considered to implement synaptic functionalities without separating learning and signal transmission in time.
机译:我们提出了具有定位的量子点(QD)作为浮栅的Y型三端浮栅晶体管。 QD精确定位在输入端子中,局部电荷控制晶体管的电导。连接两个设备可以通过使用两个输入信号调整QD电荷来实现关联学习。产生或忘记关联的脉冲数取决于所施加电压脉冲的宽度和幅度。所提出的设备的Y形几何形状可以被认为实现了突触功能,而没有在时间上分离学习和信号传输。

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