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    • 3. 发明授权
    • Learning method of neural network circuit
    • 神经网络电路学习方法
    • US08775346B2
    • 2014-07-08
    • US13951443
    • 2013-07-25
    • Panasonic Corporation
    • Yu NishitaniYukihiro KanekoMichihito Ueda
    • G06N3/063
    • G06N3/063G06N3/04G06N3/049
    • A neuron circuit in a neural network circuit element includes a waveform generating circuit for generating a bipolar sawtooth pulse voltage, and a first input signal has a bipolar sawtooth pulse waveform. For a period during which the first input signal is permitted to be input to a first electrode of a variable resistance element, the bipolar sawtooth pulse voltage generated within the neural network circuit element including the variable resistance element which is applied with the first input signal from another neural network circuit element is input to a control electrode of the variable resistance element. The resistance value of the variable resistance element changes due to an electric potential difference between the first electrode and the control electrode, the electric potential difference being generated depending on an input timing difference between a voltage applied to the first electrode and the voltage applied to the control electrode.
    • 神经网络电路元件中的神经元电路包括用于产生双极锯齿波脉冲电压的波形发生电路,第一输入信号具有双极锯齿波脉冲波形。 在第一输入信号被允许输入到可变电阻元件的第一电极的期间,在包括可变电阻元件的神经网络电路元件内产生的双极锯齿波脉冲电压被施加来自 另一个神经网络电路元件被输入到可变电阻元件的控制电极。 可变电阻元件的电阻值由于第一电极和控制电极之间的电位差而变化,电位差根据施加到第一电极的电压与施加到第一电极的电压之间的输入定时差而产生 控制电极。
    • 4. 发明授权
    • Method for driving semiconductor memory device
    • 驱动半导体存储器件的方法
    • US08724368B2
    • 2014-05-13
    • US13692587
    • 2012-12-03
    • Panasonic Corporation
    • Yukihiro Kaneko
    • G11C11/22
    • G11C11/223G11C11/221H01L27/1159H01L27/11597H01L29/6684H01L29/78391H01L29/78648
    • A semiconductor device includes first to fourth memory cells and each memory cell includes a first gate electrode, a ferroelectric film, a semiconductor film, a source electrode, a drain electrode, a paraelectric film and a second gate electrode. The ferroelectric film is interposed between the first gate electrode and the semiconductor film, the source electrode and the drain electrode are interposed between the semiconductor film and the paraelectric film. The first gate electrode, the ferroelectric film, the source electrode, and the drain electrode constitute a first semiconductor transistor. The second gate electrode, the paraelectric film, the source electrode, and the drain electrode constitute a second semiconductor transistor.
    • 半导体器件包括第一至第四存储单元,并且每个存储单元包括第一栅电极,铁电体膜,半导体膜,源电极,漏极,顺电膜和第二栅电极。 铁电体膜介于第一栅电极和半导体膜之间,源电极和漏电极介于半导体膜和副电介质膜之间。 第一栅电极,铁电体膜,源极电极和漏电极构成第一半导体晶体管。 第二栅电极,顺电膜,源电极和漏电极构成第二半导体晶体管。
    • 6. 发明授权
    • Learning method of neural network circuit
    • 神经网络电路学习方法
    • US08965821B2
    • 2015-02-24
    • US13951448
    • 2013-07-25
    • Panasonic Corporation
    • Yu NishitaniYukihiro KanekoMichihito Ueda
    • G06N3/08G06N3/04G06N3/063
    • G06N3/08G06N3/049G06N3/0635
    • A neuron circuit in a neural network circuit element includes a waveform generating circuit for generating a predetermined pulse voltage, and a first input signal has a waveform of the predetermined pulse voltage. For a period having a predetermined duration of the predetermined pulse voltage generated within the neural network circuit element including the variable resistance element which is applied with the first input signal from another neural network circuit element, the first input signal is permitted to be input to the control electrode of the variable resistance element, to change the resistance value of the variable resistance element due to an electric potential difference generated between the first electrode and the control electrode which occurs depending on an input timing of the first input signal with respect to the period during which the first input signal is permitted to be input to the control electrode.
    • 神经网络电路元件中的神经元电路包括用于产生预定脉冲电压的波形发生电路,并且第一输入信号具有预定脉冲电压的波形。 在包含施加了来自另一神经网络电路元件的第一输入信号的可变电阻元件的神经网络电路元件内产生的预定脉冲电压的预定持续时间的期间,允许第一输入信号输入到 可变电阻元件的控制电极,用于根据第一输入信号的输入定时相对于周期来改变由于在第一电极和控制电极之间产生的电位差产生的电位差的可变电阻元件的电阻值 第一输入信号被允许输入到控制电极。