Understanding Auditory Cortical Computation

Understanding Auditory Cortical Computation

MITCBMM via YouTube Direct link

Example metamers from each convolutional stage

15 of 16

15 of 16

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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.