Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Energy Losses in Transformers01:21

Energy Losses in Transformers

1.3K
In an ideal transformer, it is assumed that there are no energy losses, and, hence, all the power at the primary winding is transferred to the secondary winding. However, in reality,  the transformers always have some energy losses, and, hence, the output power obtained at the secondary winding is less than the input power at the primary winding due to energy losses.
There are four main reasons for energy losses in transformers.
The first cause can be  the high resistance of the...
1.3K
Self-Awareness and Its Effects01:21

Self-Awareness and Its Effects

316
Self-awareness is a psychological state in which the individual becomes the focal point of their attention. This inward focus transforms the self into an object of contemplation and assessment, influencing how individuals perceive their actions and their alignment with personal and societal standards.Triggers and Contexts for Self-AwarenessSelf-awareness can be activated by external stimuli that make individuals visually or audibly aware of themselves, such as mirrors, cameras, or recordings.
316
Altered States of Awareness01:06

Altered States of Awareness

1.1K
Altered states of consciousness represent significant deviations from one's normal mental state. These deviations can range from subtle changes in awareness to profound transformations in perception, thought processes, and sensory experiences. Altered states of consciousness can be triggered by various factors, including drug use, meditation, hypnosis, illness, or even intense fatigue.
The ingestion of substances like stimulants or hallucinogens leads to chemical alterations in the brain...
1.1K
Subconsciousness and No Awareness01:15

Subconsciousness and No Awareness

713
The concept of subconscious awareness refers to the processing of information below the level of conscious thought, which significantly influences both behaviors and decisions. It is also known as waking subconscious awareness. This complex level of cognition operates without the direct awareness of the individual, facilitating rapid and simultaneous handling of multiple information streams.
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
713
What is Energy?04:10

What is Energy?

59.1K
The universe is composed of matter in different forms, and all forms of matter contain energy.  The different forms of energy on Earth originate from the Sun — the ultimate energy source. Plants capture light energy from the Sun, and, via the process of photosynthesis, convert it into chemical energy. This stored energy from plants can be harnessed in many ways. For example, eating plant products as food provides energy for our body to function, and burning wood or coal (fossilized...
59.1K
High-Level and Low-Level Awareness01:19

High-Level and Low-Level Awareness

772
Controlled processes in human consciousness represent high-alert mental states where individuals deliberately focus their attention on achieving specific goals. Controlled processes can be seen in situations like mastering new technology, where a person might become so absorbed that they ignore surrounding distractions. Such processes involve selective attention, requiring one to concentrate on particular elements of experience while disregarding others. These are governed by executive...
772

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Capsule-enhanced hierarchical vision transformers for rare disease classification from medical images.

Scientific reports·2026
Same author

Graph neural networks for networked analysis of gestational diabetes risk factors: a multi method framework.

Scientific reports·2026
Same author

QRGEC: quantum reinforcement learning with golden jackal optimization for resilient edge cloud coordination in internet computing.

Scientific reports·2026
Same author

QRBT: Quantum Driven Reinforcement Learning for Scalable Blockchain Transaction Processing.

PloS one·2026
Same author

Enhancing sparse data recommendations with self-inspected adaptive SMOTE and hybrid neural networks.

Scientific reports·2025
Same author

Optimizing diabetic retinopathy detection with electric fish algorithm and bilinear convolutional networks.

Scientific reports·2025

相关实验视频

Updated: Feb 5, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

2.3K

节能入侵检测采用一个协议意识的变压器升混合动力模型.

M Ganesh Karthik1, Vijay Keerthika2, Srihari Varma Mantena3

  • 1GITAM School of Computer Science and Engineering, GITAM University-Bengaluru Campus, Bengaluru, India.

Scientific reports
|February 3, 2026
PubMed
概括

本研究介绍了用于高效入侵检测系统 (IDS) 的变压器增强尖端神经网络 (TASNN). TASNN提高了准确性并降低了计算成本,特别是在网络流量的罕见攻击中.

关键词:
能源效率 能源效率是指能源的使用效率.侵入检测入侵检测系统可以检测入侵.协议意识的规范化规范化尖的神经网络的神经网络.变压器变压器变压器

更多相关视频

Generation of RNA/DNA Hybrids in Genomic DNA by Transformation using RNA-containing Oligonucleotides
16:42

Generation of RNA/DNA Hybrids in Genomic DNA by Transformation using RNA-containing Oligonucleotides

Published on: November 24, 2010

27.4K
Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
05:30

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit

Published on: September 8, 2023

1.2K

相关实验视频

Last Updated: Feb 5, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

2.3K
Generation of RNA/DNA Hybrids in Genomic DNA by Transformation using RNA-containing Oligonucleotides
16:42

Generation of RNA/DNA Hybrids in Genomic DNA by Transformation using RNA-containing Oligonucleotides

Published on: November 24, 2010

27.4K
Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
05:30

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit

Published on: September 8, 2023

1.2K

科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 网络安全 网络安全

背景情况:

  • 深度学习和变压器模型对入侵检测有希望,但面临着计算成本,能源效率和数据不平衡的挑战.
  • 现有的方法在异质网络流量模式中难以检测罕见的攻击类.

研究的目的:

  • 为入侵检测系统 (IDS) 提出一种新的变压器增强尖端神经网络 (TASNN).
  • 为了提高对多样化的网络流量的稳定性,并改善罕见攻击类别的检测.
  • 减少基于边缘的IDS的计算开销和提高能源效率.

主要方法:

  • 开发了TASNN,将注意力机制与节能尖端神经网络相结合.
  • 集成的协议意识的自适应规范化 (PAAN) 和伪流重建 (PFR) 为交通模式的稳定性.
  • 利用自适应尖峰编码 (MASE,EDC) 和交叉模式网关 (XMG) 进行高效的特征表示和动态调节.
  • 雇员尖端意识信息融合 (SAIF) 提供稳定和可解释的特征选择.

主要成果:

  • 与现有方法相比,TASNN在基准数据集上展示了更好的分类性能.
  • 拟议的模型实现了减少计算开销和提高能源效率.
  • 塔斯恩显示出卓越的检测能力,特别是在不平衡的网络流量中的罕见攻击类.

结论:

  • 塔斯恩为入侵检测提供了一个有前途的解决方案,将高精度与计算和能源效率相平衡.
  • 该框架非常适合资源有限的环境和基于边缘的入侵检测场景.
  • 尖端计算和注意力机制的整合为网络安全提供了强大而高效的方法.