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Binding operation is fundamental to many cognitive processes, such as cognitive map formation, relational reasoning, and language comprehension.
The magical number seven, plus or minus two: Some limits on our capacity for processing information
Miller, G. A. (1956) · 1956
Earlier work this paper cites.
A theory for the storage and retrieval of item and associative information
Murdock, B. B. (1982) · 1982
Earlier work this paper cites.
Tensor product variable binding and the representation of symbolic structures in connectionist systems
Smolensky, P. (1990) · 1990
Earlier work this paper cites.
Holographic reduced representations
Plate, T. A. (1995) · 1995
Earlier work this paper cites.
Fully distributed representation
Kanerva, P. et al. (1997) · 1997
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A common framework for distributed representation schemes for compositional structure
Plate, T. (1997) · 1997
Earlier work this paper cites.
Matrix representations of octonions and their applications
Tian, Y. (2000) · 2000
Earlier work this paper cites.
The magical number 4 in short-term memory: A reconsideration of mental storage capacity
Cowan, N. (2001) · 2001
Earlier work this paper cites.
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Schlegel, K., Neubert, P., and Protzel, P. (2020) · 2001
Earlier work this paper cites.
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Baez, J. (2002) · 2002
Earlier work this paper cites.
Vector symbolic architectures answer jackendoff’s challenges for cognitive neuroscience
Gayler, R. W. (2004) · 2004
Earlier work this paper cites.
Geometric analogue of holographic reduced representation
Aerts, D., Czachor, M., and De Moor, B. (2009) · 2009
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Variable binding for sparse distributed representations: Theory and applications
Frady, E. P., Kleyko, D., and Sommer, F. T. (2020) · 2009
Cited alongside, same era.
Hyperdimensional computing: An introduction to computing in distributed representation with high-dimensional random vectors
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Compositions of quadratic forms
Shapiro, D. B. (2011) · 2011
Cited alongside, same era.
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Later among the works it cites.
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Teney, D., Anderson, P., He, X., and Van Den Hengel, A. (2018) · 2017
Later among the works it cites.
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Cited alongside, same era.
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Geometry of abstract learned knowledge in the hippocampus
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