Different computational techniques and reading material that might shed some light on the different squishy aspects of representation and meaning.
Reading
- Women, Fire, and Dangerous Things (psych experiments on categorization)
- indefinite boundaries (fuzzy sets)
- indefinite elements (vague items)
- multiplicity of structure (different parts based on viewpoint)
- leakage from context
- Terrence Sejnowski Sonar NN paper
- Analysis of Hidden Units in a Layered Network Trained to Classify Sonar Targets
- back out NN meaning
- reaching capacity, “get-stuck theorem” by C. Landauer
- Conceptual Categories
Techniques
- manifold discovery
- semantic embedding