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UNIT, DEVICE AND METHOD FOR SIMULATING NEURONAL SYNAPSE OF BIONT

机译:模拟仿生神经突触的装置,装置和方法

摘要

Disclosed are a unit, device and method for simulating a neuronal synapse of a biont based on a chalcogenide compound. The unit comprises a first electrode layer, a functional material layer and a second electrode layer. The first electrode layer receives a first pulse signal, and the second electrode layer receives a second pulse signal. A device can change the conductance thereof according to an input signal, so as to simulate the change of synapse weighting. When the difference value between the frequency of the first pulse signal and that of the second pulse signal is positive or negative, the change of conductance realizes the simulation of the function of spike frequency-dependent synapse plasticity of the neuronal synapse of the biont; and when the peak value of the signal difference between the first pulse signal and the second pulse signal is positive or negative, the change of the conductance realizes the simulation of the function of spike timing-dependent synapse plasticity of the neuronal synapse of the biont. The present invention can achieve the basic function of the neuronal synapse of the biont on a single inorganic device, and provide basic components forming an artificial neural network, and can achieve the effects of increasing the integration degree and reducing the power consumption.
机译:公开了一种基于硫属化物化合物模拟生物体的神经元突触的单元,装置和方法。该单元包括第一电极层,功能材料层和第二电极层。第一电极层接收第一脉冲信号,第二电极层接收第二脉冲信号。设备可以根据输入信号改变其电导率,以模拟突触权重的变化。当第一脉冲信号的频率与第二脉冲信号的频率之间的差值为正或负时,电导的变化实现了对生物体神经元突触的尖峰频率依赖性突触可塑性的模拟。当第一脉冲信号与第二脉冲信号之间的信号差的峰值为正或负时,电导的变化实现了对生物体神经元突触的尖峰时序依赖性突触可塑性的模拟。本发明可以在单个无机装置上实现生物体神经元突触的基本功能,并提供形成人工神经网络的基本成分,并且可以达到提高集成度,降低功耗的效果。

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