超越简单的实验室研究:开发复杂的模型来研究丰富的行为
Antonella Maselli1, Jeremy Gordon2, Mattia Eluchans3
1Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.
Physics of life reviews
|July 27, 2023
概括
心理学和神经科学可以通过研究复杂的现实世界行为来取得进展. 创新方法和计算模型是理解生态有效环境中的认知和神经功能的关键.
科学领域:
- 心理学和神经科学 心理学和神经科学
- 行为科学 行为科学
- 认知科学 认知科学
背景情况:
- 心理学和神经科学中的传统实验室研究通常使用受约束的设置,限制可观测行为的范围.
- 这种方法控制风险忽视了认知和神经功能的关键方面,因为它限制了自然的行为范围.
研究的目的:
- 倡导在心理学和神经科学中整合创新的实验设计,测量技术和计算模型.
- 鼓励研究丰富的,生态有效的行为,包括社会互动,以获得对心灵和大脑的更全面的理解.
主要方法:
- 审查使用基于模型的方法来研究体育分析,伦理学和机器人学等领域的复杂行为.
- 讨论先进的方法,传感技术和复杂的计算建模所带来的挑战和机遇.
主要成果:
- 确定了成功的研究实例,证明了使用基于模型的方法研究丰富行为的可行性和好处.
- 突出了先进技术的潜力,以克服传统实验范式的局限性.
结论:
- 心理学家和神经科学家应该扩大他们的方法工具包,包括复杂的行为模型.
- 采用这些先进的技术将使我们能够对丰富的行为形式及其潜在的认知和神经过程进行更深入的调查.
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