An unsupervised learning method for representing simple sentences

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2009, Pages 2133-2140

  Monner, Derek ^a   Reggia, James A ^a  

^a Institute of Advanced Computer Science   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONCRETE OBJECTS; CORTICAL NETWORK; HIERARCHICAL REPRESENTATION; ISOLATED WORDS; LANGUAGE PROCESSING; LARGE-SCALE MODELS; NEURAL REPRESENTATIONS; UNSUPERVISED LEARNING METHOD; WORD LEARNING;

NEURAL NETWORKS; UNSUPERVISED LEARNING;

LINGUISTICS;

EID: 70449434329     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2009.5179016     Document Type: Conference Paper

References (13)

1. S. Weems and J. Reggia, "Simulating single word processing in the classic aphasia syndromes based on the Wernicke-Lichtheim-Geschwind theory, " Brain and Language, vol. 98, no. 3, pp. 291-309, 2006.
2. D. Poeppel and G. Hickok, "Towards a new functional anatomy of language, " Cognition, vol. 92, no. 1-2, pp. 1-12, 2004.
3. D. Caplan, "Aphasic syndromes, " in Clinical neuropsychology, K. Heilman and E. Valenstein, Eds. New York: Oxford University Press, 2003, pp. 14-34.
4. H. Damasio, D. Tranel, T. Grabowski, R. Adolphs, and A. Damasio, "Neural systems behind word and concept retrieval, " Cognition, vol. 92, no. 1-2, pp. 179-229, 2004.
5. R. Schulz and J. Reggia, "Temporally asymmetric learning supports sequence processing in multi-winner self-organizing maps, " Neural Computation, vol. 16, no. 3, pp. 535-561, 2004.
6. J. Elman, "Finding structure in time, " Cognitive Science, vol. 14, no. 2, pp. 179-211, 1990.
7. D. Rumelhart, G. Hinton, and R. Williams, Learning internal representations by error propagation. MIT Press Cambridge, MA, USA, 1986.
8. P. Mazzoni, R. Andersen, and M. Jordan, "A more biologically plausible learning rule for neural networks, " Proceedings of the National Academy of Sciences of the United States of America, vol. 88, no. 10, pp. 4433-4437, 1991.
9. R. Schulz and J. Reggia, "Mirror symmetric topographic maps can arise from activity-dependent synaptic changes, " Neural Computation, vol. 17, no. 5, pp. 1059-1083, 2005.
10. T. Kohonen, Self-Organizing Maps. Springer, 2001.
11. C. von der Malsburg, "Self-organization of oriented sensitive cells in the striate cortex, " Kybernetik, vol. 14, pp. 85-100, 1973.
12. M. Riedmiller and H. Braun, "A direct adaptive method for faster backpropagation learning: The RPROP algorithm, "Proceedings of the IEEE International Conference on Neural Networks, vol. 1993, pp. 586-591, 1993.
13. R. Weide, "The Carnegie Mellon Pronouncing Dictionary [cmudict 0.6], " 1998, Carnegie Mellon University: [http://www.speech.cs.cmu.edu/cgi-bin/ cmudict].