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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Informações sobre o curso
O que você vai aprender
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.
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Universidade do Colorado em Boulder
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.
Programa - O que você aprenderá com este curso
Introduction
This week we will explore the history of automata and machines imitating life.
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.
A Hard Problem
For the next two weeks, we will discuss how our understanding of cognition leads to differing definitions of problems.
Cognitive Problems in Computational Terms
We will continue discussing how our understanding of cognition leads to differing definitions of problems.
Avaliações
Principais avaliações do WHAT IS “THE MIND” AND WHAT IS ARTIFICIAL INTELLIGENCE?
Very interesting course with a basic level. Topics are addressed in a very general way. Topics are of philosophical importance and motivates you to think more about them.
Really good course. Absolutely loved it! The last week's content was difficult to understand. But overall, it was an insightful journey. Definately recommend it :)
This gives a decent overview and a starter towards interests in Computational Cognition, giving necessary background in the evolution of the research area.
Gives you a lot to think about. A great introduction to thinking about computational complexity and the mind vs the machine.
Sobre Programa de cursos integrados Mind and Machine
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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