2D囊网络检测婴儿与环境关系的感知变化,反映在3D运动动态中
Massoud Khodadadzadeh1,2, Aliza T Sloan3, Nancy Aaron Jones3
1Intelligent Systems Research Centre, Ulster University, Derry/Londonderry, BT48 7JL, United Kingdom.
Research square
|July 28, 2023
概括
人工智能 (AI) 可以检测婴儿探索和因果发现. 机器学习模型准确地对婴儿的运动状态进行了分类,脚活动显示了最明显的行为变化.
科学领域:
- 发展心理学 发展心理学
- 机器人技术 机器人技术 机器人技术
- 机器学习 机器学习
背景情况:
- 了解婴儿探索和因果发现对于发育心理学至关重要.
- 有目的的行动在生命早期就会出现,但检测它的细微差别是具有挑战性的.
- 人工智能 (AI) 为分析复杂的行为数据提供了新的方法.
结论:
- 人工智能,特别是深度学习,可以有效地检测和分析婴儿探索和因果发现.
- 足部运动分析显示了与环境相互作用相关的行为变化.
- 将人工智能与实验范式相结合,为开发临床相关的婴儿行为评估提供了一个有希望的途径.
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