A paradox of neural encoders and decoders or why don’t we talk backwards??

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1585, Issue , 1999, Pages 357-364

  Tonkes, Bradley ^a   Blair, Alan ^a   Wiles, Janet ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DECODING; NETWORK CODING; SEMANTICS; TRANSLATION (LANGUAGES);

ENCODERS AND DECODERS; EUCLIDEAN SPACES; HUMAN LANGUAGE; LANGUAGE PROCESSING; RECURRENT NETWORKS; SEMANTIC CONCEPT; SYMBOL SEQUENCES; SYMBOLIC LANGUAGES;

RECURRENT NEURAL NETWORKS;

EID: 84956852865     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-48873-1_46     Document Type: Conference Paper

References (10)

1. Noam Chomsky. On certain formal properties of grammars. Information and Con-trol, 2(2):113–124, 1959.
2. M. H. Christiansen and N. Chater. Toward a connectionist model of recursion in human linguistic performance. To appear: Cognitive Science, 1998.
3. J. Elman. Distributed representations, simple recurrent networks and grammatical structure. Machine Learning, 7:195–224, 1991.
4. J. Elman. Learning and development in neural networks: The importance of starting small. Cognition, 48:71–99, 1993.
5. M. Hare and J. Elman. Learning and morphological change. Cognition, 56:61–98, 1995.
6. S. Kirby. Fitness and the selective adaptation of language. In James Hurford, Chris Knight, and Michael Studdert-Kennedy, editors, Approaches to the Evolution of Language: Social and Cognitive Bases for the Emergence of Phonology and Syntax. Cambridge University Press, 1998.
7. S. Lawrence, C. L. Giles, and S. Fong. Natural language grammatical inference with recurrent neural networks. To appear: IEEE Transactions on Knowledge and Data Engineering, 1998.
8. C. Moore. Dynamical recognizers: Real-time language recognition by analog computers. Theoretical Computer Science, 201(1–2):99–136, 1998.
9. A. M. Turing. On computable numbers, with an application to entscheidungsprob-lem. Proceedings of the London Mathematical Society, Series 2, 42:230–265, 1936.
10. J. Weckerly and J. Elman. A PDP approach to processing center-embedded sentences. In Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society, Hillsdale, NJ, 1992. Erlbaum.