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相关概念视频

Non-equilibrium in the Cell01:16

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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The innovation of touch-tone telephony revolutionized the telecommunications industry by replacing the traditional rotary dial with a dual-tone multi-frequency (DTMF) signaling system. This system uses a matrix-style keypad with buttons arranged in four rows and three columns, creating 12 distinct signals each assigned to a pair of frequencies. Each button press results in a simultaneous generation of two sinusoidal tones – one from a low-frequency group (697 to 941 Hz) and one from a...
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Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
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Electrical engineering plays a pivotal role in our daily lives, with control systems at the heart of many applications, from home appliances to sophisticated space shuttles. Control systems manage and regulate the behavior of devices and processes, ensuring they function safely, correctly, and efficiently.
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Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
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A signal x(t) is a set of data or a time function representing a variable of interest. Signals typically convey information about a phenomenon, such as atmospheric temperature, humidity, human voice, television images, a dog's bark, or birdsongs. More generally, a signal can be a function of more than one independent variable. For instance, images depend on horizontal and vertical positions and can be regarded as two-dimensional signals. However, this text will focus on one-dimensional...
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相关实验视频

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The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
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在使用微系统的商业通信系统中实施可解释的人工智能.

Hariprasath Manoharan1, Teekaraman Yuvaraja2, Ramya Kuppusamy3

  • 1Department of Electronics and Communication Engineering, Panimalar Engineering College, Poonamallee, Chennai, Tamil Nadu, India.

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概括

这项研究将可解释的人工智能 (XAI) 与微型电机系统 (MEMS) 集成,以增强银行和金融部门的应用,将数据安全和系统透明度提高96%.

关键词:
可解释的人工智能 (XAI)银行和金融部门的银行和金融部门.数据的损坏数据的损坏决策是做出决策的过程.微型电机系统 (MEMS) 是指微型电机系统.

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科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 工程 工程师 工程师 工程师

背景情况:

  • 人工智能 (AI) 为银行和金融部门 (BFS) 提供了显著的优势.
  • 目前的人工智能系统需要可解释性 (XAI),以获得信任和透明度.
  • 现有的传感器模型有局限性,特别是它们的大物理尺寸.

研究的目的:

  • 在BFS应用中解决可解释AI的需求.
  • 为了克服传统传感器的尺寸限制.
  • 加强BFS的数据安全和系统透明度.

主要方法:

  • 解释性人工智能 (XAI) 与微型电机系统 (MEMS) 的整合.
  • 开发一种新的应用程序,结合实时实验的新数学设计.
  • 实施定罪管理,以加强数据安全.
  • 在五个场景中测试综合模型,使用多个参数安排和可解释性.

主要成果:

  • 结合的XAI和MEMS方法显著减少了数据损坏.
  • 与现有模型相比,系统透明度平均提高了96%.
  • 在提高BFS应用程序中的数据安全性和可解释性方面已证明有效.

结论:

  • XAI和MEMS的集成为BFS挑战提供了一个强大的解决方案.
  • 这种方法在系统透明度和数据安全方面提供了实质性的改进.
  • 开发的模型为金融领域的AI提供了一个强大而可解释的框架.