In this course, we will explore the history of cognitive science and the way these ideas shape how we think of artificial cognition.
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课程信息
您将学到的内容有
Describe the details of the Turing test, including its purpose, limitations, and potential impact.
Describe the details of Searle’s Chinese Room thought experiment, including its purpose, limitations, and potential impact.
Discuss previous and current attempts to create artificial systems that can pass the Turing Test in various domains.
Compute and outline the limitations of exponential and factorial growth functions.
教学大纲 - 您将从这门课程中学到什么
周
1完成时间为 1 小时
Introduction
This week we will explore the history of automata and machines imitating life.
1 个视频 （总计 18 分钟）, 1 个测验
1 个练习
Introduction10分钟
周
2完成时间为 4 小时
Tests and Thought Experiments
This week we will start to define the boundaries of intelligence, understanding, and related ideas from both human and machine perspectives.
1 个视频 （总计 34 分钟）, 5 个阅读材料, 5 个测验
1 个视频
The Turing Test34分钟
5 个阅读材料
Please excuse video interference10分钟
"Computing Machinery and Intelligence" by A.M. Turing10分钟
"Minds, brains, and programs" by John Searle10分钟
Visual Turing test10分钟
Musical Turing Test10分钟
4 个练习
Turing Test10分钟
Content Quiz - Searle5分钟
Your Results5分钟
Did you guess right?4分钟
周
3完成时间为 1 小时
A Hard Problem
For the next two weeks, we will discuss how our understanding of cognition leads to differing definitions of problems.
1 个视频 （总计 19 分钟）, 1 个阅读材料, 1 个测验
1 个视频
1 个阅读材料
"The Nature of Mental States" by Hilary Putnam10分钟
1 个练习
The Mind as Software15分钟
周
4完成时间为 2 小时
Cognitive Problems in Computational Terms
We will continue discussing how our understanding of cognition leads to differing definitions of problems.
3 个视频 （总计 80 分钟）, 1 个阅读材料, 3 个测验
3 个视频
What Makes a Problem Hard, Part 235分钟
What Makes a Problem Hard, Part 322分钟
1 个阅读材料
Please excuse video interference10分钟
3 个练习
What Makes a Problem Hard?15分钟
Basic Computational Problem Solving10分钟
The Traveling Salesman10分钟
讲师
David Quigley
Research AssociateCognitive Science
关于 科罗拉多大学波德分校
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
关于 Mind and Machine 专项课程
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.
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