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Levy, S. D. and Kirby, S. (2006) Evolving Distributed Representations for Language with Self-Organizing Maps. In P. Vogt and et al., editors, Symbol Grounding and Beyond: Proceedings of the Third International Workshop on the Emergence and Evolution of Linguistic Communication, pages 57--71. Springer.

References (may not be complete)  [Original format]  [Sort by year]  [Sort by author]  [Sort by citations]

[1] Harnad, S.: Grounding symbols in the analog world with neural nets. Think 2(1) (1993) 12-78

Google

[2] Searle, J.: Minds, brains, and programs. Behavioral and Brain Sciences 3 (1980)

Google

[3] Batali, J.: Computational simulations of the emergence of grammar. In Hurford, J., Studdert-Kennedy, M., Knight, C., eds.: Approaches to the Evolution of Language: Social and Cognitive Bases. Cambridge University Press, Cambridge (1998)

Google UIUC

[4] Rumelhart, D., Hinton, G., Williams, R.: Learning internal representation by error propagation. In Rumelhart, D., McClelland, J., eds.: Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Volume 1. MIT Press (1986)

Google

[5] Smith, K.: The cultural evolution of communication in a population of neural networks. Connection Science 14(1) (2002) 65-84

Google UIUC

[6] Fodor, J.: The Language of Thought. Crowell, New York (1975)

Google

[7] Grossberg, S.: Competitive learning: from interactive activation to adaptive resonance. In: Connectionist models and their implications: readings from cognitive science. Ablex Publishing Corp., Norwood, NJ, USA (1988) 243-283

Google

[8] McClelland, J., Rumelhart, D., Hinton, G.: The appeal of parallel distributed processing. In Rumelhart, D., McClelland, J., eds.: Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Volume 1. MIT Press (1986)

Google

[9] Smith, K., Brighton, H., Kirby, S.: Complex systems in language evolution: the cultural emergence of compositional structure. Advances in Complex Systems 6(4) (2003) 537-558

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[10] Hinton, G.: Distributed representations. Technical Report CMU-CS-84-157, Computer Science Department, Carnegie Mellon University (1984)

Google

[11] Elman, J.: Finding structure in time. Cognitive Science 14 (1990) 179-211

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[12] Landauer, T.K., Dumais, S.T.: A solution to plato's problem: The latent semantic analysis theory of the acquisition, induction, and representation of knowledge. Psychological Review 104 (1997) 211-240

Google

[13] GĻardenfors, P.: Conceptual Spaces: The Geometry of Thought. MIT Press (2000)

Google

[14] Steedman, M.: Connectionist sentence processing in perspective. Cognitive Science 23(4) (1999) 615-634

Google

[15] Plate, T.A.: Holographic Reduced Representation: Distributed Representation for Cognitive Science. CSLI Publications (2003)

Google

[16] Kanerva, P.: The binary spatter code for encoding concepts at many levels. In Marinaro, M., Morasso, P., eds.: ICANN '94: Proceedings of International Conference on Artificial Neural Networks. Volume 1., London, Springer-Verlag (1994) 226-229

Google

[17] Rachkovskij, D.A., Kussul, E.M.: Binding and normalization of binary sparse distributed representations by context-dependent thinning. Neural Computation 13(2) (2001) 411-452

Google

[18] Gayler, R.: Multiplicative binding, representation operators, and analogy,. In Holyoak, K., Gentner, D., Kokinov, B., eds.: Advances in Analogy Research: Integration of Theory and Data from the Cognitive, Computational, and Neural Sciences. New Bulgarian University, Sofia, Bulgaria (1998) 405

Google

[19] Pollack, J.: Recursive distributed representations. Artifical Intelligence 36 (1990) 77-105

Google

[20] Smolensky, P.: Tensor product variable binding and the representation of symbolic structures in connectionist systems. Artificial Intelligence 46 (1990) 159-216

Google

[21] Kohonen, T.: Self-Organizing Maps. 3 edn. Springer-Verlag, Secaucus, NJ (2001)

Google

[22] VanHulle, M.: Faithful Representations and Topographic Maps. Wiley- Interscience, New York (1990)

Google

[23] Brighton, H., Kirby, S.: Understanding linguistic evolution by visualizing the emergence of topographic mappings. Artificial Life 12(2) (2006) 229-242

Google UIUC

[24] Kirby, S.: Learning, bottlenecks and the evolution of recursive syntax. In Briscoe, T., ed.: Linguistic Evolution through Language Acquisition: Formal and Computational Models. Cambridge University Press (2002)

Google UIUC

[25] MacLennan, B.: Synthetic ethology: An approach to the study of communication. In Langton, C., Taylor, C., Farmer, D., Rasmussen, S., eds.: Artificial Life II, Redwood City, CA, Addison-Wesley (1992) 631-658

Google UIUC

[26] Werner, G., Dyer, M.: Evolution of communication in artificial organisms. In Langton, C., Taylor, C., Farmer, D., Rasmussen, S., eds.: Artificial Life II, Redwood City, CA, Addison-Wesley Pub. (1992) 659-687

Google UIUC

[27] Briscoe, T.: Grammatical acquisition: Inductive bias and coevolution of language and the language acquisition device. Language 76(2) (2000) 245-296

Google UIUC

[28] Chomsky, N.: Language and Mind. Harcourt Brace Jovanovich, San Diego (1972)

Google

[29] Smith, K.: Natural selection and cultural selection in the evolution of communication. Adaptive Behavior 10(1) (2002) 25-44

Google UIUC

[30] Chomsky, N.: Rules and Representations. Basil Blackwell, Oxford (1980)

Google

[31] Croft, W.: Explaining language change: an evolutionary approach. Longman, Harlow, Essex (2000)

Google

[32] Lewandowsky, S., Murdock, B.: Memory for serial order. Psychological Review 96(1) (1989) 25-27

Google

[33] Hauser, M.D., Chomsky, N., Fitch, W.T.: The faculty of language: What is it, who has it, and how did it evolve? Science 298 (2002) 1569-1579

Google UIUC

[34] Chomsky, N.: Three models for the description of language. IRE Transactions on information theory 2 (1956) 113-124

Google

[35] Murdock, B.B.: Serial order effects in a distributed-memory model. In Gorfein, D.S., Hoffman, R.R., eds.: MEMORY AND LEARNING: The Ebbinghaus Centennial Conference, Lawrence Erlbaum Associates (1987) 277-310

Google

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