A Computational Explanation for Domain Specificity in the Human Visual System

A Computational Explanation for Domain Specificity in the Human Visual System

MITCBMM via YouTube Direct link

Research questions

7 of 12

7 of 12

Research questions

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Classroom Contents

A Computational Explanation for Domain Specificity in the Human Visual System

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  1. 1 The problem vision needs to solve
  2. 2 Functional specialization in the human visual system
  3. 3 The rise of convolutional neural networks (CNN) in computer science
  4. 4 CNNs as model for the human visual system
  5. 5 Do face and object tasks require distinct computations?
  6. 6 Can representations be learned to support both tasks?
  7. 7 Research questions
  8. 8 Lesion experiments in the dual-task network
  9. 9 Does a larger system segregate both tasks?
  10. 10 At which processing stage does task-specificity arise?
  11. 11 Do any two tasks require distinct computations?
  12. 12 Do dual-task networks better mimic human behavion?

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