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相关概念视频

Olfaction01:25

Olfaction

48.0K
The sense of smell is achieved through the activities of the olfactory system. It starts when an airborne odorant enters the nasal cavity and reaches olfactory epithelium (OE). The OE is protected by a thin layer of mucus, which also serves the purpose of dissolving more complex compounds into simpler chemical odorants. The size of the OE and the density of sensory neurons varies among species; in humans, the OE is only about 9-10 cm2.
The olfactory receptors are embedded in the cilia of the...
48.0K
Physiology of Smell and Olfactory Pathway01:20

Physiology of Smell and Olfactory Pathway

12.1K
Humans detect odors with the help of specialized cells located in the upper part of the nasal cavity, called olfactory receptor neurons (ORNs). ORNs possess hair-like structures called cilia, which are receptive to sensations from the inhaled air. When an odorant molecule binds to a specific receptor on the cell of the cilia, it leads to a series of events that ultimately cause the ORN to send electrical signals to the olfactory bulb in the brain through the olfactory nerves.
The olfactory...
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Auditory Perception01:17

Auditory Perception

998
The auditory system is essential for sound perception, utilizing various critical structures. When sound waves enter the outer ear, they travel through the ear canal and cause the eardrum to vibrate. These vibrations are then transmitted to the middle ear, where three tiny bones – the malleus, incus, and stapes – amplify the sound. This amplification is crucial, as it ensures that the sound vibrations are strong enough to be conveyed to the inner ear. These vibrations then reach the...
998
Synesthesia01:27

Synesthesia

479
Synesthesia is a remarkable condition where stimulation of one sensory or cognitive pathway leads to automatic, involuntary experiences in a second sensory or cognitive pathway. People with synesthesia experience a blending or crossing of their senses, such as sight and sound, leading to cross-modal sensations. In this condition, the stimulation of one sense, such as hearing a number or musical note, triggers an experience of another sense, like sensing a specific color, taste, or smell. People...
479
Labeling Emotion01:20

Labeling Emotion

589
Emotional labeling is a cognitive process that involves identifying and naming one's emotions, such as anger, fear, happiness, or sadness. It allows individuals to recognize and express their internal emotional states, a critical aspect of emotional regulation and communication. Labeling emotions requires more than mere recognition; it also involves drawing upon memory and contextual cues to understand the current situation and apply a corresponding emotional label. For instance, feeling...
589
Tactile and Chemical Senses01:27

Tactile and Chemical Senses

686
Tactile senses encompass touch, temperature, and pain, each mediated by specific receptors. Touch receptors detect mechanical energy or pressure against the skin. Sensory fibers from these receptors enter the spinal cord and relay information to the brain stem. Here, most fibers cross over to the opposite side of the brain. The touch information then moves to the thalamus, which projects a map of the body's surface onto the somatosensory areas of the parietal lobes in the cerebral cortex.
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相关实验视频

Updated: Jan 9, 2026

Author Spotlight: Exploring Olfactory Influences on Corticospinal Excitability - Insights and Innovations in Neurological Research
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Author Spotlight: Exploring Olfactory Influences on Corticospinal Excitability - Insights and Innovations in Neurological Research

Published on: January 19, 2024

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交叉刺激转移学习:增强情绪识别从视听到嗅觉感知.

Jia-Qi Wang, Zheng-Ting Chen, Ke-Yan Huang

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 3, 2025
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    概括
    此摘要是机器生成的。

    这项研究探讨了使用嗅觉和视觉刺激通过电脑图 (EEG) 来识别情绪. 我们展示了交叉刺激转移学习用于情绪检测的可行性,推进了大脑-计算机接口研究.

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    相关实验视频

    Last Updated: Jan 9, 2026

    Author Spotlight: Exploring Olfactory Influences on Corticospinal Excitability - Insights and Innovations in Neurological Research
    06:13

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    Olfactory Context Dependent Memory: Direct Presentation of Odorants
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    科学领域:

    • 神经科学是一个神经科学.
    • 机器学习 机器学习
    • 情感计算是一种情感计算.

    背景情况:

    • 嗅觉刺激为杏仁体和海马提供了独特的神经通路,这对处理情绪至关重要.
    • 情感研究主要集中在视听刺激上,让嗅觉诱导的情绪未被充分探索.

    研究的目的:

    • 通过嗅觉和视觉脑电图 (EEG) 数据,研究交叉刺激转移学习对情绪识别的潜力.
    • 与其他感官模式相比,解决了解嗅觉诱导情绪的差距.

    主要方法:

    • 使用两个EEG数据集设计了一个交叉刺激转移学习任务:一种是嗅觉诱导的,另一种是SEED数据集 (视频诱导).
    • 用域适应 (DA) 和域泛化 (DG) 技术来减轻刺激类型差异和个体变异性.
    • 基于变压器的域对抗神经网络 (DANN) 用于情绪识别.

    主要成果:

    • 基于变压器的DANN实现了50.7%的跨主体和44.0%的跨刺激情绪识别准确度.
    • 这些结果在交叉刺激情绪识别任务中表现优于传统方法.
    • 这项研究证实了将情感识别模型跨越不同感官刺激的可行性.

    结论:

    • 交叉刺激转移学习是一种可行的情感识别方法,即使是嗅觉刺激.
    • 这项研究为识别刺激独立情绪模式提供了实验支持.
    • 这些发现为更强大和更通用的脑计算机接口为情绪检测铺平了道路.