在新型石记忆器上的光电子生物突触可塑性,切换比率>104
Fengxia Yang1, Wenbin Wei1, Xiaofei Dong1
1Key Laboratory of Atomic and Molecular Physics and Functional Materials of Gansu Province, College of Physics and Electronic Engineering, Northwest Normal University, Lanzhou 730070, China.
The Journal of chemical physics
|September 15, 2023
概括
研究人员开发了一种基于石的新型记忆器,用于人工光电子突触. 这个设备集成了强大的电阻开关与电气和光感应的突触行为,为先进的神经形态计算铺平了道路.
科学领域:
- 材料科学 材料科学 材料科学
- 神经科学是一个神经科学.
- 电气工程 电气工程
背景情况:
- 神经形态计算需要先进的记忆设备,能够模仿生物突触.
- 开发具有集成电气和光感应突触功能的设备仍然是一个重大挑战.
研究的目的:
- 提出并实现一个人工的光电子突触,使用基于石的memristor.
- 为了研究设备的电阻切换特性和在电气和光刺激下的生物突触行为.
主要方法:
- 使用Mo/Ag电极制造一个Cu2ZnSn(S,Se) 4 (CZTSSe) 记忆体.
- 非挥发性电阻开关性能的表征.
- 在电气和可见光 (470-655 nm) 刺激下评估生物突触功能.
主要成果:
- 在CZTSSe的memristor表现出非常稳定的非挥发性电阻开关与优异的统一性,集中开关电压,高的开/关比率 (>10^4),和长的保留时间 (>10^4秒).
- 该设备成功模拟了电气诱导的生物突触功能,如刺激后突触电流,配对脉冲促进,LTP,LTD和STDP.
- 光刺激诱导了短期和长期的可塑性,包括学习-忘记-重新学习过程.
结论:
- 拟议的基于石的memristor显示了人工光电子突触的巨大潜力.
- 这种设备的进步对于实现下一代神经形态计算系统至关重要.
相关概念视频
MOSFET: Enhancement Mode
378
Enhancement-mode MOSFETs are pivotal components in electronics, distinguished by their capacity to act as highly efficient switches. They are part of the larger family of metal-oxide Semiconductor Field-Effect Transistors (MOSFETs). They are available in two types: p-channel and n-channel, each tailored to specific polarity operations.
In their basic form, enhancement-mode MOSFETs are typically non-conductive when the gate-source voltage (Vgs) is zero. This default 'off' state means no...
In their basic form, enhancement-mode MOSFETs are typically non-conductive when the gate-source voltage (Vgs) is zero. This default 'off' state means no...
378
Biasing of FET
307
Biasing a Junction Field Effect Transistor (JFET) is crucial for setting operational parameters and ensuring efficient functioning in electronic circuits. JFETs are characterized by using a single carrier type in N-channel or P-channel configurations, where the channel is surrounded by PN junctions. These junctions are central to the device's ability to control current flow.
In an N-channel JFET, the structure consists of N-type material forming the channel on a P-type substrate, with the...
In an N-channel JFET, the structure consists of N-type material forming the channel on a P-type substrate, with the...
307
Characteristics of MOSFET
416
Metal-oxide-semiconductor field-effect Transistors, or MOSFETs, play a critical role in electronic circuits. They are primarily utilized for amplifying and switching signals.
Various vital parameters influence their functionality, which is crucial for theory and electronics applications. First, channel dimensions, precisely length, and width, are pivotal. The size of these channels affects the transistor's ability to carry current and switching speeds; shorter channels typically enable...
Various vital parameters influence their functionality, which is crucial for theory and electronics applications. First, channel dimensions, precisely length, and width, are pivotal. The size of these channels affects the transistor's ability to carry current and switching speeds; shorter channels typically enable...
416
Resting Membrane Potential
18.7K
The relative difference in electrical charge, or voltage, between the inside and the outside of a cell membrane, is called the membrane potential. It is generated by differences in permeability of the membrane to various ions and the concentrations of these ions across the membrane.
The Inside of a Neuron is More Negative
The membrane potential of a cell can be measured by inserting a microelectrode into a cell and comparing the charge to a reference electrode in the extracellular fluid. The...
The Inside of a Neuron is More Negative
The membrane potential of a cell can be measured by inserting a microelectrode into a cell and comparing the charge to a reference electrode in the extracellular fluid. The...
18.7K
Biasing of P-N Junction
590
The operation of a p-n junction diode involves various biasing conditions, including forward bias, reverse bias, and equilibrium.
In equilibrium, no external voltage is applied across the p-n junction. The depletion region is formed at the junction interface due to the diffusion of carriers, which leaves behind charged dopants, acceptors on the p-side, and donors on the n-side. These immobile charges create an electric field that prevents further diffusion of carriers. The related energy band...
In equilibrium, no external voltage is applied across the p-n junction. The depletion region is formed at the junction interface due to the diffusion of carriers, which leaves behind charged dopants, acceptors on the p-side, and donors on the n-side. These immobile charges create an electric field that prevents further diffusion of carriers. The related energy band...
590
MOS Capacitor
830
A Metal-Oxide-Semiconductor (MOS) capacitor is a fundamental structure used extensively in semiconductor device technology, particularly in the fabrication of integrated circuits and MOSFETs (metal-oxide-semiconductor field-effect transistors). The MOS capacitor consists of three layers: a metal gate, a dielectric oxide, and a semiconductor substrate.
The metal gate is typically made from highly conductive materials such as aluminum or polysilicon. Beneath the metal gate lies a thin layer of...
The metal gate is typically made from highly conductive materials such as aluminum or polysilicon. Beneath the metal gate lies a thin layer of...
830


