Modeling the influence of feedback in the visual system
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Masking studies indicate a function of local feedback
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Building a network with a separation of functions
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Two-stage training replicates behavioral findings
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Visualizing Layer 1 Activity
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Visualizing Layer 4 Activity
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Classification accuracy over time
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Recurrence increases noise classification at early layers and decreases it at later layers
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Local Feedback Summary
Description:
Explore the intricacies of feedback mechanisms in the visual system through this 20-minute lecture by Grace Lindsay from University College London. Delve into masking studies that reveal the function of local feedback and learn about building a network with separated functions. Discover how two-stage training replicates behavioral findings and visualize activity in different layers. Examine classification accuracy over time and understand how recurrence affects noise classification across layers. Gain insights into the local feedback summary and its implications for visual processing.
Modeling the Influence of Feedback in the Visual System