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MIT OpenCourseWare · Education

MIT OpenCourseWare

A free and open online publication of educational material from thousands of MIT courses, covering the entire MIT curriculum, ranging from introductory to the most advanced graduate courses. On the OCW website, each course includes a syllabus, instructional material like notes and reading lists, and learning activities like assignments and solutions. Some courses also have videos, online textbooks, and faculty insights on teaching. Knowledge is your reward. There's no signup or enrollment, and no start or end dates. OCW is self-paced learning at its best. Whether you’re a student, a teacher, or simply a curious person that wants to learn, MIT OpenCourseWare (OCW) offers a wealth of insight, inspiration, videos, and a whole lot more! Get the full picture on the OCW website at https://ocw.mit.edu. Accessibility: https://accessibility.mit.edu/ User comments policy: https://ocw.mit.edu/comments/ (Channel banner photo by Nietnagel on Flickr: https://flic.kr/p/8WXxfK.)

Episodes

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8. Navigation I

27 Oct 2021AI processed

The lecture explores how the brain enables navigation, focusing on the challenges of determining location and direction. It begins by discussing the Haxby 2001 article, addressing the challenge to the functional specificity of the face area and the place area. Examples from nature, such as monarch butterflies, loggerhe...

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7. Category Selectivity, Controversies, and MVPA

27 Oct 2021AI processed

The lecture delves into experimental design in fMRI studies, emphasizing the importance of minimal pairs and avoiding confounds. Task design considerations include balancing naturalistic stimuli with participant wakefulness, and the necessity of within-subject designs to mitigate individual variability. Baseline condit...

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6. Introduction to the Human Brain

27 Oct 2021AI processed

The lecture explores methods in human cognitive neuroscience, particularly focusing on face perception in the brain. It emphasizes the importance of understanding causality, distinguishing between the stimulus causing neural activity and neural activity influencing behavior. Functional MRI's limitations in temporal res...

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5. Cognitive Neuroscience Methods II

27 Oct 2021AI processed

The lecture explores methods in human cognitive neuroscience, specifically face perception. It begins by addressing the computational challenges of face recognition, such as image variation, and reviews behavioral studies, including the face inversion effect, which suggests face recognition differs from other forms of ...

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4. Cognitive Neuroscience Methods I

27 Oct 2021AI processed

The lecture explores David Marr's computational theory of mind and brain, emphasizing the importance of understanding what is computed and why, using color vision and face perception as case studies. Color vision is presented as an ill-posed problem where the light reaching our eyes (luminance) is a product of an objec...

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2. Neuroanatomy

27 Oct 2021AI processed

The lecture explores the importance of motion perception and the brain's mechanisms for processing it. It begins with a demo illustrating how difficult it is to discern emotion and lip-read with stop-motion. The discussion then transitions to the neuroanatomy of motion processing, covering the brainstem, cerebellum, li...

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The Magic Behind OCW

18 Oct 2021
53m
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1. Introduction and Matrix Multiplication

06 Oct 2021
1h 0m
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1. Introduction, Finite Automata, Regular Expressions

06 Oct 2021
1h 0m
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5. CF Pumping Lemma, Turing Machines

06 Oct 2021
1h 13m
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9. Reducibility

06 Oct 2021
1h 16m
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3. Regular Pumping Lemma, Conversion of FA to Regular Expressions

06 Oct 2021
1h 10m
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14. P and NP, SAT, Poly-Time Reducibility

06 Oct 2021
1h 19m
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24. Probabilistic Computation (cont.)

06 Oct 2021
1h 23m
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20. L and NL, NL = coNL

06 Oct 2021
1h 20m
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19. Games, Generalized Geography

06 Oct 2021
1h 19m
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17. Space Complexity, PSPACE, Savitch's Theorem

06 Oct 2021
1h 20m
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25. Interactive Proof Systems, IP

06 Oct 2021
1h 14m
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7. Decision Problems for Automata and Grammars

06 Oct 2021
1h 16m
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26. coNP is a subset of IP

06 Oct 2021
1h 23m
Page 76

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