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Associative Holographic Memories
Abstract
Recently Longuet-Higgins modeled a temporal analogue of the property of holograms that allows a complete image to be constructed from only a portion of the hologram. In the present paper a more general analogue is discussed and two two-step transformations that imitate the recording-reconstruction sequence in holography are presented. The first transformation models the recall of an entire sequence from a fragment while the second is more like human memory in that it provides recall of only the part of the sequence that follows the keying fragment. Both models require only the three operations: shift, multiplication and addition.
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Citations
Cited by
Kohonen, T. (1972) · IEEE Transactions on Computers · doi:10.1109/tc.1972.5008975 · Cited by 885
Holographic embeddings of knowledge graphs
Nickel, M., Rosasco, L., & Poggio, T. (2016) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v30i1.10314 · Cited by 559
Palm, G. (1980) · Biological Cybernetics · doi:10.1007/bf00337019 · Cited by 438
Discussion: McCulloch-Pitts and related neural nets from 1943 to 1989
Cowan, J. D. (1990) · Bulletin of Mathematical Biology · doi:10.1007/bf02459569 · Cited by 22
Metadata
- Authors
- Gabor, D.
- Venue
- IBM Journal of Research and Development
- Publisher
- IBM
- Published
- 1969-03
- Volume
- 13
- Issue
- 2
- Pages
- 156-159
- ISSN
- 0018-8646 (ISSN-L)
- OpenAlex
- W1993499606
- Cited by
- 181
- References
- 0
- FWCI
- 9.34
- Type
- journal article
- Language
- en
- Open access
- closed
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- Gabor, D. (1969). Associative Holographic Memories. IBM Journal of Research and Development. https://doi.org/10.1147/rd.132.0156
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.