Testing the limits of bundling capacity (1)
What happens as we pack more and more facts into a bundle? We study the limits of bundling capacity with a 50-item questionnaire.
Posts by Prashanth Rao
Showing 1–5 of 20 posts
What do cleanup and crosstalk mean in HDC?
A look back at how the HDC literature describes the terms "cleanup" and "crosstalk", and how we can view both terms through a modern lens using vector search in LanceDB.
Durable memory, transient prototypes
An HDC experiment that separates stored examples from temporary class summaries, and compares rebuilding with caching.
How HDC connects predictions to clinical evidence
Explore how HDC combines medical imaging and clinical language to classify retinal disease and support review of AI predictions.
How context can change a retrieval ranking
Why shared bipolar binding preserves a ranking, how weighted similarity can change it, and what remains to be tested for useful retrieval.
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