认知科学的计算:模拟与数字对比
1Department of Philosophy, Purdue University, West Lafayette, Indiana, USA.
Wiley interdisciplinary reviews. Cognitive science
|April 24, 2024
概括
认知科学将头脑视为一个计算系统. 识别模拟计算与数字计算一起,为大脑功能提供了更丰富的见解.
科学领域:
- 思想的哲学 思想的哲学
- 认知科学 认知科学
- 计算理论 计算理论
背景情况:
- 认知科学认为,思想/大脑是通过计算运作的.
- 这种观点对于理解心理过程至关重要.
- 然而,当前的模型往往忽略了模拟计算.
研究的目的:
- 突出在认知科学中模拟计算的理论重要性.
- 争取对超越数字范式的计算更具包容性的理解.
- 探索模拟计算如何为研究心灵/大脑提供新的框架.
主要方法:
- 计算范式的概念分析.
- 思想-大脑计算假设的哲学检查.
- 在认知环境中对数字与模拟计算进行比较研究.
主要成果:
- 专注于数字计算限制了认知科学的解释能力.
- 模拟计算提供了一个独特而有价值的理论视角.
- 整合模拟计算可以导致创新的研究假设.
结论:
- 对计算的全面理解,包括模拟形式,对于推进认知科学至关重要.
- 重新审视早期的计算范式,可以对心灵/大脑产生新的见解.
- 拥抱多样化的计算模型丰富了认知研究.
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