揭示侧链在改善结合聚合物基人工突触的非挥发性特征方面的作用
Junho Sung1, Sein Chung2, Yongchan Jang3
1Department of Chemical Engineering, Kumoh National Institute of Technology, Gumi, 39177, Republic of Korea.
Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|February 26, 2024
概括
研究人员使用结合聚合物开发了新的突触装置,用于节能的神经形态计算. 这些设备模仿像STDP这样的大脑功能,并显示出出色的非挥发性特性,为先进的计算铺平了道路.
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.
- 计算机工程 计算机工程
背景情况:
- 对节能计算服务的需求不断增长,包括大型语言模型 (LLM).
- 正在进行的全球研究用于神经形态硬件的突触装置.
- 由于复杂的过程,实现生物突触性质的挑战.
研究的目的:
- 使用一种用于神经形态计算的新方法来实现突触特征.
- 探索合聚合物在创建高性能突触器件方面的潜力.
主要方法:
- 利用对联聚合物的侧链控制来设计突触性质.
- 制造和表征了新的突触装置.
主要成果:
- 开发的设备表现出生物大脑特征:尖峰时间依赖的可塑性 (STDP),高通过和长期增强/抑郁 (LTP/D).
- 实现了增强的非挥发性特征:长时间的保留时间 (≈10^2秒),高Gmax/Gmin比率,高线性,可靠的周期性耐力 (≈10^3脉冲).
- 证明了侧链控制在调节突触功能的合聚合物的有效性.
结论:
- 结合聚合物的侧链控制为高性能突触器件提供了一条新的途径.
- 这种方法使下一代神经形态计算硬件的开发成为可能.
- 制造的设备显示了对高效和类似大脑的信息处理的承诺.
更多相关视频
相关概念视频
Anionic Chain-Growth Polymerization: Overview
2.1K
The polymerization process that involves carbanion as an intermediate is called anionic polymerization. It is also a type of addition or chain-growth polymerization. Anionic polymerization gets initiated by a strong nucleophile such as an organolithium or a Grignard reagent. The most commonly used initiator for anionic polymerization is butyl lithium. Monomers involved in anionic polymerization must possess a vinyl group bonded to one or two electron-withdrawing groups. For instance,...
2.1K
Anionic Chain-Growth Polymerization: Mechanism
2.0K
The mechanism for anionic chain-growth polymerization involves initiation, propagation, and termination steps. In the initiation step, a nucleophilic anion, such as butyl lithium, initiates the polymerization process by attacking the π bond of the vinylic monomer. As a result, a carbanion, stabilized by the electron‐withdrawing group, is generated. The resulting carbanion acts as a Michael donor in the propagation step and attacks the second vinylic monomer, which acts as a Michael...
2.0K
Chemical Synapses
8.8K
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...
8.8K
Overview of Synapses
2.3K
A synapse is a specialized structure where two neurons connect, allowing them to pass an electrical or chemical signal to another neuron. It is the point of communication between neurons. The term "synapse" is derived from the Greek word "synapsis," which means "conjunction." The entire process of neural communication revolves around the synapse. When activated, a neuron releases chemicals known as neurotransmitters into the synapse. These neurotransmitters cross the synapse and bind to...
2.3K
Polymer Classification: Stereospecificity
2.4K
Polymerization generates chiral centers along the entire backbone of a polymer chain. Accordingly, the stereochemistry of the substituent group has a significant effect on polymer properties. Polymers formed from monosubstituted alkene monomers feature chiral carbons at every alternate position in the polymer backbone. Relative to the predominant orientation of substituents at the adjacent chiral carbons, the polymer can exist in three different configurations: isotactic, syndiotactic, and...
2.4K
The Synapse
125.1K
Neurons communicate with one another by passing on their electrical signals to other neurons. A synapse is the location where two neurons meet to exchange signals. At the synapse, the neuron that sends the signal is called the presynaptic cell, while the neuron that receives the message is called the postsynaptic cell. Note that most neurons can be both presynaptic and postsynaptic, as they both transmit and receive information.
125.1K


