Completed
Example metamers from each convolutional stage
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Understanding Auditory Cortical Computation
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Consider an example of typical auditory input
- 3 The listener is interested in what happened in the world to cause the sound
- 4 Standard peripheral auditory model
- 5 Standard model of auditory cortex linear spectrotemporal filtering
- 6 Can we obtain better models by training systems to perform tasks?
- 7 Some obvious limitations
- 8 Behavioral comparison: Speech recognition in background noise
- 9 Behavioral comparison: CNN & humans on same task
- 10 Behavioral comparison: Sound localization
- 11 Network learns ear-specific cues to elevation, like humans
- 12 Behavioral comparison: Pitch perception
- 13 Longstanding controversy over timing vs. "place" information
- 14 Task performance correlates strongly with ability to predict neural responses
- 15 Example metamers from each convolutional stage
- 16 Summary
