心灵与机器

Mind and Machine

本课程考察了我们目前对人类思维的理解是如何被人工智能和计算机科学不断发展的技术和思想所阐明和挑战的。

专项课程计算机
295 次查看
科罗拉多大学波德分校
Coursera
  • 完成时间大约为 2 个月
  • 简单(初级)
  • 英语
注:本课程由Coursera和Linkshare共同提供,因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

发展我们在认知科学领域对人类心智和人工心智的理解之间的联系。

发现和综合与认知科学相关的各种学科的研究(如计算机科学、心理学、神经科学)。

将认知科学的原则和思想与你自己的理解联系起来。

课程概况

This specialization examines the ways in which our current understanding of human thinking is both illuminated and challenged by the evolving techniques and ideas of artificial intelligence and computer science. Our collective understanding of “minds” – both biological and computational – has been revolutionized over the past half-century by themes originating in fields like cognitive psychology, machine learning, neuroscience, evolutionary psychology, and game theory, among others. This specialization focuses on both the larger “historical” arc of these changes as well as current research directions and controversies.

包含课程

课程1
What is “the mind” and what is artificial intelligence?

In this course, we will explore the history of cognitive science and the way these ideas shape how we think of artificial cognition.

课程2
Methods for Solving Problems

In this course, we will explore different types of problems, the boundaries of what makes a problem solvable, and the different algorithms, rules, and heuristics we can implement to solve these problems.

课程3
Computational Vision

In this course, we will expand on vision as a cognitive problem space and explore models that address various vision tasks. We will then explore how the boundaries of these problems lead to a more complex analysis of the mind and the brain and how these explorations lead to more complex computational models of understanding.

课程4
Interpersonal, Developmental, and Evolutionary Perspectives of the Mind

In this course, we will explore how individual problem solving, judgment, and decision making can be influenced by interpersonal and developmental factors.

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