Visual object recognition: computational and biological mechanisms

Neuro130 / Neuro 230 / GSAS 78454

CLASS NOTES AND SLIDES

Class Preliminaries. Lecture 1: Monday: 09/10/2018. [Kreiman] Introduction to Visual Pattern Recognition. Why is vision difficult? Slides (Class Preliminaries) | Slides (Introduction to Visual Pattern Recognition) | Notes 1

Lecture 2: Monday 09/17/2018. [Kreiman] Natural image statistics and the retina. Slides | Notes 2 | Discussion: Reading Assignment 1

Lecture 3: Monday 09/24/2018. [Kreiman] Lesions and neurological examination of extrastriate visual cortex. Slides | Notes 3 | Discussion: Reading Assignment 2

Lecture 4: Monday 10/01/2018. [Szpiro] Psychophysical studies of visual object recognition. Slides | Notes 4 | Discussion: Reading Assignment 3

Lecture 5: Monday 10/15/2018. [Hartmann] Primary visual cortex. Slides | Notes | Discussion: Reading Assigment 4

Lecture 6: Monday 10/22/2018. [Azevedo] Adventures into terra incognita: probing the neurophysiological responses along the ventral visual stream. Slides | Notes | Discussion: Reading Assignment 5

Lecture 7: Monday 10/29/2018. [Mendoza-Halliday] First steps into inferior temporal cortex. Slides | Notes | Discussion: Reading Assignment 6

Lecture 8: Monday 11/05/2018. [Kreiman] From correlation to causation: electrical stimulation of visual cortex. Slides | Notes | Discussion: Reading Assignment 8

Lecture 9: Monday 11/12/2018. [Kreiman] Visual consciousness. Slides | Notes | Discussion: Reading Assignment 7

Lecture 10: Monday 11/19/2018. [Kreiman] First steps towards in silico vision. Computational models of the ventral visual stream. Slides | Notes | Discussion: Reading Assignment 9

Lecture 11: Monday 11/26/2018. [Lotter] Computer Vision. Slides | Notes | Discussion: Reading Assignment 10

Lecture 12:Monday 12/03/2018. [Boix] The operating system for vision. Slides | Notes | Discussion: Reading Assignment 11

FINAL EXAM

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