Completed
Categorization
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Evaluating Neural Network Representations Against Human Cognition
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Categorization
- 3 Family resemblance
- 4 Prototypes vs. exemplars
- 5 Psychological spaces
- 6 Multidimensional scaling
- 7 Features not spaces
- 8 Violation of triangle inequality
- 9 Objectives
- 10 Convolutional neural networks
- 11 Collecting similarity judgments
- 12 Prediction performance
- 13 Hierarchical clustering
- 14 A basis for human representations
- 15 Birds vs. Planes
- 16 Category representations
- 17 Vector space models
- 18 Objections to spatial representations
- 19 Word association
- 20 The inadequacy of the cosine
- 21 Testing the parallelogram model
- 22 Testing on a wide range of relations
- 23 Human relational similarity judgments
- 24 Asymmetry in analogies
- 25 Violations of the triangle inequality
- 26 Conclusions
