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.
提供方
Mind and Machine 專項課程科罗拉多大学波德分校課程信息
4,460 次近期查看
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 3 門課程（共 4 門）
可靈活調整截止日期
根據您的日程表重置截止日期。
初級
完成時間大約為8 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
您將學到的內容有
Apply various models of human and machine vision and discuss their limitations.
Demonstrate the geon model of object recognition and its limitations.
Argue the benefits and drawbacks of the symbolist and visualist perspectives of mental imagery.
Recognize the single layer and multi-layer perceptron neural network models of artificial intelligence.
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 3 門課程（共 4 門）
可靈活調整截止日期
根據您的日程表重置截止日期。
初級
完成時間大約為8 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
提供方
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.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 1 小時
Introduction
This week we will explore some basic assumptions of a simple model of human vision.
完成時間為 1 小時
1 個視頻 （總計 19 分鐘）, 1 個閱讀材料, 1 個測驗
完成時間為 3 小時
Edges, Depth, and Objects
This week we will explore models of higher-order tasks solved by the visual system.
完成時間為 3 小時
3 個視頻 （總計 103 分鐘）
完成時間為 2 小時
Mental Imagery
This week we will compare and contrast different perspectives of how mental imagery relates to the visual system.
完成時間為 2 小時
2 個視頻 （總計 123 分鐘）, 1 個閱讀材料, 1 個測驗
完成時間為 3 小時
Machine Learning and Neural Networks
This week we will explore the neuron as an element of the human cognitive system and ways we can implement these pieces into neural network systems of artificial intelligence.
完成時間為 3 小時
3 個視頻 （總計 99 分鐘）, 1 個閱讀材料, 1 個測驗
關於 Mind and Machine 專項課程
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.
常見問題
我什么时候能够访问课程视频和作业？
我订阅此专项课程后会得到什么？
Is financial aid available?
還有其他問題嗎？請訪問 學生幫助中心。
