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相关概念视频

Semiconductors01:22

Semiconductors

647
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...
647
MOS Capacitor01:25

MOS Capacitor

708
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...
708
Non-ohmic Devices00:51

Non-ohmic Devices

1.0K
In most substances, the current flow is proportional to the voltage applied to it. A simple relationship between the values of current, voltage, and resistance is known as Ohm's law. Nonohmic devices do not exhibit a linear relationship between voltage and current. One such device is the semiconducting circuit element known as a diode. A diode is a circuit device that allows current flow in only one direction.
Consider a simple circuit consisting of a battery, a diode, and a resistor. A...
1.0K
Types of Semiconductors01:20

Types of Semiconductors

535
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...
535
Metal-Semiconductor Junctions01:24

Metal-Semiconductor Junctions

300
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...
300
Ampere-Maxwell's Law: Problem-Solving01:17

Ampere-Maxwell's Law: Problem-Solving

550
A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of...
550

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相关实验视频

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A Fabrication and Measurement Method for a Flexible Ferroelectric Element Based on Van Der Waals Heteroepitaxy
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具有集成感知和内存计算功能的多模组2D铁电晶体管,用于水库计算.

Jiachao Zhou1,2, Anzhe Chen1,2, Yishu Zhang1,2

  • 1College of Integrated Circuits, Zhejiang University, Hangzhou 310027, China.

Nano letters
|November 12, 2024
PubMed
概括

研究人员使用二维化开发了一种新型的人工突触,使其能够实现集成的感知和内存计算功能. 这一突破为大脑启发的计算应用提供了超低能耗和高吞吐量.

关键词:
人工突触是一种人造突触.铁电器 铁电器 铁电器感知-和-内存计算.储水池计算计算的使用方法α-阶段的印化.

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科学领域:

  • 材料科学 材料科学 材料科学
  • 神经形态工程的神经形态工程
  • 人工智能 硬件 硬件

背景情况:

  • 神经形态硬件旨在通过在组件层面集成功能来实现节能计算.
  • 在将多功能设备与神经网络要求相匹配方面存在挑战.

研究的目的:

  • 展示一个带有集成感知和内存计算 (PCIM) 功能的人工突触.
  • 为了利用这个设备作为先进的水库计算系统的构建块.

主要方法:

  • 在单晶体管配置中使用2Dα相化制造人工突触.
  • 开发一个数组架构,用于并发的图像传感和内存操作.
  • 实现多模式深水库计算,具有可调节的非线性转换和多传感器融合.

主要成果:

  • 人工突触展示了集成的PCIM功能,适合储库计算.
  • 阵列架构能够同时进行图像传感和记忆.
  • 与GPU相比,系统在车道维护-辅助任务中实现了约10^4倍更低的能耗和更高的数据吞吐量.

结论:

  • 单晶体管PCIM功能证明了超级可扩展,资源高效的硬件的可行性,用于大脑启发的计算.
  • 开发出的人工突触是下一代神经形态系统的一个有前途的核心设备.