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相关概念视频

Hearing01:31

Hearing

When we hear a sound, our nervous system is detecting sound waves—pressure waves of mechanical energy traveling through a medium. The frequency of the wave is perceived as pitch, while the amplitude is perceived as loudness.
Hair Cells01:22

Hair Cells

Hair cells are the sensory receptors of the auditory system—they transduce mechanical sound waves into electrical energy that the nervous system can understand. Hair cells are located in the organ of Corti within the cochlea of the inner ear, between the basilar and tectorial membranes. The actual sensory receptors are called inner hair cells. The outer hair cells serve other functions, such as sound amplification in the cochlea, and are not discussed in detail here.
The Cochlea01:13

The Cochlea

The cochlea is a coiled structure in the inner ear that contains hair cells—the sensory receptors of the auditory system. Sound waves are transmitted to the cochlea by small bones attached to the eardrum called the ossicles, which vibrate the oval window that leads to the inner ear. This causes fluid in the chambers of the cochlea to move, vibrating the basilar membrane.
Sensory Functions of the Skin01:16

Sensory Functions of the Skin

The skin is the largest organ of the human body and plays a crucial role in our sensory perception. It contains a vast network of sensory receptors that contribute to the skin's protective function by perceiving physical, biological, and environmental cues and generating relevant responses.
There are two main categories of receptors on the skin: capsulated and non-capsulated. The non-capsulated ones are mainly the pain receptors. The capsulated ones can be further categorized based on the...
Auditory Pathway01:15

Auditory Pathway

Auditory pathways constitute the complex neural circuits responsible for transmitting and interpreting auditory information from the peripheral auditory system to the brain. Sound waves are initially captured by the outer ear, funneled through the ear canal, and reach the tympanic membrane (eardrum). These vibrations are transmitted via the middle ear's ossicles to the inner ear's cochlea.
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking the...
The Electrical Double Layer01:30

The Electrical Double Layer

In the region where two bulk phases meet, an intricate electric charge distribution arises due to charge transfer, ion adsorption, molecular orientation, and charge distortion. This complex distribution is commonly referred to as the electrical double layer.When a solid electrode interfaces with ions in an electrolyte solution, the speed of electron transfer dictates the rates of oxidation and reduction. The electrode acquires a charge through the escape of atoms into the solution as cations or...

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相关实验视频

Updated: Jun 7, 2026

Recording Human Electrocorticographic ECoG Signals for Neuroscientific Research and Real-time Functional Cortical Mapping
13:32

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Published on: June 26, 2012

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使用皮层和皮层下电生理信号解读语音.

Hemmings Wu1,2, Chengwei Cai1, Wenjie Ming1,3

  • 1Department of Neurosurgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.

Frontiers in neuroscience
|March 15, 2024
PubMed
概括

这项研究表明,大脑皮层和皮下结构都对解码语音至关重要. 结合来自两个区域的信号,可以提高大脑与计算机界面的准确性,以理解口语.

关键词:
解码的解码方法是机器学习是机器学习.神经网络的神经网络的神经网络现在,他们已经做出了自己的决定.演讲 演讲 演讲 演讲

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Stimulus-specific Cortical Visual Evoked Potential Morphological Patterns
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Stimulus-specific Cortical Visual Evoked Potential Morphological Patterns

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科学领域:

  • 神经科学是一个神经科学.
  • 生物医学工程 生物医学工程
  • 语音科学 语言科学

背景情况:

  • 语言障碍通常源于神经疾病,需要神经假肢来恢复沟通.
  • 目前用于语音解码的脑计算机接口 (BCI) 主要使用皮质信号,忽视皮质下贡献.

研究的目的:

  • 通过立体电脑学 (sEEG) 研究皮层下大脑结构在语音解码中的作用.
  • 为了比较皮质和皮质下信号的预测能力,不同的语音特征 (辅音位置,方式,音调).

主要方法:

  • 利用了来自两名接受治疗的普通话汉语母语人士的EEG信号.
  • 从sEEG信号中提取频段功率 (1-30,30-70,70-150 Hz) 作为特征.
  • 采用深度学习模型 (长短期记忆) 来从皮质和皮质下信号中解码语音特征.

主要成果:

  • 皮层信号实现了高准确度 (86.5%) 的关节位置预测.
  • 皮下信号在音调预测方面表现优异 (58.3%的准确性).
  • 结合的皮层和皮层下信号导致了最高的整体预测准确度,特别是在音调方面.

结论:

  • 皮质和皮质下大脑区域都在语音解码中发挥着重要而独特的作用.
  • 将皮质下信号集成到BCI中可以增强语音解码能力,特别是对于像音调这样的体元素.