Here you find a list of papers that are discussed on this site. Where possible, links to publicly available pdfs are provided.
- Widdows, Dominic, and Trevor Cohen. “Reasoning with Vectors: A Continuous Model for Fast Robust Inference.” (2015) Logic journal of the IGPL vol. 23,2, 141-173. pdf
Foundations
- Smolensky, P. "Tensor product variable binding and the representation of symbolic structures in connectionist systems". Artificial Intelligence. (1990) 46(1–2):159–216
- Kanerva, P. "Hyperdimensional computing: An introduction to computing in distributed representation with high-dimensional random vectors". (2009) Cognitive Computation 1(2), 139–159
- Plate, T.A. "Holographic reduced representations", (1995) IEEE Transactions on Neural networks pp. 623-641. pdf
Introductions
- An Introduction to Vector Symbolic Architectures and Hyperdimensional Computing - VSA Tutorial (2020) with link to video and matlab code.
Websites
- hd-computing.com: There's a 12 part seminar course held in fall 2021 with videos and slides and links to focus papers.