有机突触晶体管与环保核心/外量子点,用于波长选择性记忆和神经形态功能
Ziyi Guo1, Junyao Zhang1, Jun Wang1
1School of Materials Science and Engineering, Tongji University, Shanghai 201804, P. R. China.
Nano letters
|May 9, 2024
概括
环保的量子点 (QD) 能够实现具有出色记忆和光学性能的新型有机突触晶体管. 这些设备显示出神经形态计算和健康监测应用的前景.
科学领域:
- 材料科学 材料科学 材料科学
- 纳米技术纳米技术
- 神经科学是一个神经科学.
背景情况:
- 有机半导体和量子点 (QD) 为电子应用提供了卓越的光电子性能和解决方案可加工性.
- 非有毒的QD对于健康意识的电子产品是可取的,但面临的挑战是表面缺陷,稳定性和发光效率.
研究的目的:
- 开发使用环保ZnSe/ZnS核心/外QDs的有机突触晶体管.
- 通过抑制表面缺陷来解决无毒QDs的局限性.
- 为了证明这些晶体管在神经形态应用中的潜力.
主要方法:
- 使用ZnSe/ZnS核心/外QDs制造有机突触晶体管.
- 晶体管属性的表征,包括光学可编程性,电气可擦除性和内存保留性.
- 模拟神经形态应用程序,如记忆增强和光通信.
主要成果:
- 开发的突触晶体管具有光学可编程和电气可擦除的特性.
- 设备展示了线性多位存储能力和波长选择性内存,具有超过6000秒的保留时间.
- 在使用神经形态模型的模式识别和心电图信号处理中,分别达到92%和91%的高精度.
结论:
- 环保QD可以克服电子设备中无毒QD的局限性.
- 这些基于QD的突触晶体管显示了高级神经形态应用和健康监测的巨大潜力.
相关概念视频
Electrical Synapses
Electrical synapses found in all nervous systems play important and unique roles. In these synapses, the presynaptic and postsynaptic membranes are very close together (3.5 nm) and are actually physically connected by channel proteins forming gap junctions.
Gap junctions allow the current to pass directly from one cell to the next. In contrast, in the chemical synapse, the neurotransmitters carry the information through the synaptic cleft from one neuron to the next. They consist of two...
Gap junctions allow the current to pass directly from one cell to the next. In contrast, in the chemical synapse, the neurotransmitters carry the information through the synaptic cleft from one neuron to the next. They consist of two...
Chemical Synapses
Chemical synapses are specialized sites between two neurons or between a neuron and a non-neuronal cell like a muscle, glandular or sensory cell.
Because chemical synapses depend on the release of neurotransmitter molecules from synaptic vesicles to pass on their signal, there is an approximately one millisecond delay between when the axon potential reaches the presynaptic terminal and when the neurotransmitter leads to opening of postsynaptic ion channels. Additionally, this signaling is...
Because chemical synapses depend on the release of neurotransmitter molecules from synaptic vesicles to pass on their signal, there is an approximately one millisecond delay between when the axon potential reaches the presynaptic terminal and when the neurotransmitter leads to opening of postsynaptic ion channels. Additionally, this signaling is...
Chemical Synapses
Chemical synapses are specialized sites between two neurons or between a neuron and a non-neuronal cell like a muscle, glandular or sensory cell.
Because chemical synapses depend on the release of neurotransmitter molecules from synaptic vesicles to pass on their signal, there is an approximately one millisecond delay between when the axon potential reaches the presynaptic terminal and when the neurotransmitter leads to opening of postsynaptic ion channels. Additionally, this signaling is...
Because chemical synapses depend on the release of neurotransmitter molecules from synaptic vesicles to pass on their signal, there is an approximately one millisecond delay between when the axon potential reaches the presynaptic terminal and when the neurotransmitter leads to opening of postsynaptic ion channels. Additionally, this signaling is...
Semiconductors
There is variation in the electrical conductivity of materials - metals, semiconductors, and insulators that are showcased with the help of the energy band diagrams.
Metals such as copper (Cu), zinc (Zn), or lead (Pb) have low resistivity and feature conduction bands that are either not fully occupied or overlap with the valence band, making a bandgap non-existent. This allows electrons in the highest energy levels of the valence band to easily transition to the conduction band upon gaining...
Metals such as copper (Cu), zinc (Zn), or lead (Pb) have low resistivity and feature conduction bands that are either not fully occupied or overlap with the valence band, making a bandgap non-existent. This allows electrons in the highest energy levels of the valence band to easily transition to the conduction band upon gaining...
Types of Semiconductors
Intrinsic semiconductors are highly pure materials with no impurities. At absolute zero, these semiconductors behave as perfect insulators because all the valence electrons are bound, and the conduction band is empty, disallowing electrical conduction. The Fermi level is a concept used to describe the probability of occupancy of energy levels by electrons at thermal equilibrium. In intrinsic semiconductors, the Fermi level is positioned at the midpoint of the energy gap at absolute zero. When...
Metal-Semiconductor Junctions
The contact of metal and semiconductor can lead to the formation of a junction with either Schottky or Ohmic behavior.
Schottky Barriers
Schottky barriers arise when a metal with a work function (Φm) contacts a semiconductor with a different work function (Φs). Initially, electrons transfer until the Fermi levels of the metal and semiconductor align at equilibrium. For instance, if Φm > Φs, the semiconductor Fermi level is higher than the metal's before contact. The semiconductor's...
Schottky Barriers
Schottky barriers arise when a metal with a work function (Φm) contacts a semiconductor with a different work function (Φs). Initially, electrons transfer until the Fermi levels of the metal and semiconductor align at equilibrium. For instance, if Φm > Φs, the semiconductor Fermi level is higher than the metal's before contact. The semiconductor's...


