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ADJUSTABLE HOMOJUNCTION FIELD EFFECT DEVICE-BASED ARTIFICIAL SYNAPTIC CIRCUIT AND IMPLEMENTATION METHOD THEREFOR

机译:可调节的同性结场效应基于设备的人工突触电路和实施方法

摘要

An adjustable homojunction field effect device-based artificial synaptic circuit, and a function implementation method therefor. The circuit comprises a first adjustable homojunction field effect device M1, a second adjustable homojunction field effect device M2, a third adjustable homojunction field effect device M3, and a capacitive element C, wherein the adjustable homojunction field effect devices can represent electrical properties of an NN junction, a PP junction, a PN junction, and an NP junction under the regulation and control of gate voltage; the on-state of the second adjustable homojunction field effect device M2 and the on-state of the third adjustable homojunction field effect device M3 in the circuit are determined by the combined action of a bionic presynaptic pulse and a bionic postsynaptic pulse. Compared with conventional MOS circuit solutions, a circuit structure that shows neural synapse functions of spike timing dependent plasticity and continuous adjustment of synaptic weight by pulses requires a greatly reduced number of devices and represents the property of a reconfigurable function, thus showing great advantages in constructing low-power-consumption and high-density integrated bionic chips for future neuromorphic applications.
机译:可调节的同性带场效应效应基于装置的人工突触电路,以及其中的功能实现方法。该电路包括第一可调节的同性带场效应装置M1,第二可调节同源结场效应装置M2,第三可调节同源结场效应装置M3和电容元件C,其中可调节的同性带场效应装置可以代表NN的电性能在栅极电压调节和控制下,连接,PP结,PN结和NP结;第二可调节同源结场效应装置M2的导通状态和电路中的第三可调节同源结场效应装置M3的导通状态由仿生突触脉冲的组合动作和仿生突触脉冲的组合作用确定。与传统MOS电路解决方案相比,显示尖峰定时依赖性可塑性的神经突触功能和脉冲连续调节突触重量的电路结构需要大量减少的设备,并且代表可重新配置功能的性质,从而在构造方面表现出很大的优势低功耗和高密度综合仿生芯片用于未来的神经形态应用。

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