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整合动物行为评估和卷积神经网络,研究瓦萨比-酒精味道-气味相互作用
Hiu-Lok Ngan1, Zenghua Qi2, Hong Yan1
1State Key Laboratory of Environmental and Biological Analysis, Department of Chemistry, Hong Kong Baptist University.
Journal of visualized experiments : JoVE
|September 2, 2024
概括
在吃瓦萨比时嗅着酒精饮料可能会减少它的辛感. 一项新的研究使用人工智能来分析小鼠的面部表情,发现酒精显著改变了对瓦萨比的反应.
科学领域:
- 感官科学 感官科学
- 化学感应是一种化学感应.
- 人工智能在行为分析中的应用
背景情况:
- 商业的瓦萨比含有异基酸盐 (ITCs),引起一种辛,刺激的感觉.
- 酒精饮料的嗅觉刺激对瓦萨比感知到的味的影响尚未研究.
- 现有的感官研究通常将食物和饮料单独分析.
研究的目的:
- 为了研究嗅着酒精饮料对 Wasabi 辛的感觉的影响.
- 开发一种结合动物行为分析和深度学习进行感官评估的新方法.
主要方法:
- 使用动物行为研究和卷积神经网络 (CNN) 开发了一种方法.
- 分析了小鼠食用瓦萨比同时嗅着酒精的面部表情.
- 利用深度学习模型来识别行为模式和对小鼠笑表情等级得分的统计分析.
主要成果:
- 深度学习模型成功地识别了29%的共同处理图像 (wasabi和酒精) 在一个特定的类没有先前过.
- 统计分析显示,在饮用和不饮用酒的群体之间,小鼠微笑尺度得分存在显著差异 (P < 0.01).
- 结果表明,酒精饮料可能会减少老鼠在瓦萨比引起的反应.
结论:
- 饮食类酒精饮料似乎对 Wasabi 敏性有抑制作用.
- 开发的组合方法显示了选单个ITC化合物和烈酒的感觉分析的潜力.
- 需要进一步的研究来阐明酒精诱导的压抑瓦萨比辛的背后机制.
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