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