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Original Articles

Learning Recursive Distributed Representations for Holistic Computation

Pages 345-366 | Received 16 Jul 1991, Accepted 04 Nov 1991, Published online: 05 Apr 2007

References

  • Allen , R. B. ( 1987 ) Several studies on natural language and back-propagation . In M. Caudill & C. Butler (Eds) , Proceedings ofthe IEEE First International Conference on Neural Networks , pp. 11 – 335 – 341 . New York : IEEE .
  • Blank , D. S. , Meeden , L. A. and Marshall , J. B. ( 1992 ) Exploring the Symbolic/subsymbolic continuum a case study of RAAM . In J. Dinsmore(Ed-) , The Symbolic and Connectionist Paradigms; Closing the Gap . Hillsdale , NJ : Lawrence Erlbaum .
  • Chalmers , D. J. ( 1990 ) Syntactic transformations on distributed representations . Connection Science , 2 , 53 – 62 .
  • Chrisman , L. ( 1991 ) Learning recursive distributed representations for holistic computation . Techmcal Report CMU-CS-91-154 ( Carnegie Mellon University , Pittsburgh , PA ) An earlier expanded version of this paper .
  • Drozdek , A. ( 1989 ) Interlingua in machine translation . Proceedings of the 17th Annual ACM Computer Science Conference , p. 434 . New York ACM Press .
  • Elman , J. L. ( 1990a ) Finding structure in time . Cognitive Science , 14 , 179 – 212 .
  • Elman , J. L. ( 1990 b ) Structured representations and connectionist models . In G. Altmann (Ed.) , Computational and Psycholinguistic Approaches to Speech Processing . New York Academic Press .
  • Fodor , J. A. & Pylyshyn , Z. ( 1988 ) Connectionism and cognitive architecture a critical analysis . Cognition , 28 , 3 – 71 .
  • van Gelder , T. ( 1990 ) Compositionality a connectionist variation on a classical theme . Cognitive Science , 14 , 355 – 384 .
  • Goodman , N. ( 1983 ) Fact, Fiction, and Forecast , 4th edn, Chap. III . Boston , MA Harvard University Press .
  • Hinton , G. ( 1986 ) Learning distributed representations of concepts . Proceedings of the 8tk Annual Cognitive Science Society Conference , pp. 48 – 54 . Hillsdale , NJ Lawrence Erlbaum .
  • Hinton , G. , McClelland , J. and Rumelhart , D. ( 1986 ) Distributed representations . In D. Rumelhart, J. McClelland & the PDP Research Group (Eds) , Parallel Distributed Processing Explorations in the Microstructure of Cognition. Vol. I, Foundations , Chap. 3 , pp. 77 – 109 . Cambridge , MA MIT Press .
  • Hinton , G. E. ( 1990 ) Mapping part-whole hierarchies into connectionist networks . Artificial Intelligence , 46 , 47 – 75 .
  • Lee , G. , Flowers , M. and Dyer , M. G. ( 1990 ). Learning distributed representations of conceptual knowledge and their application to script-based story processing . Connection Science , 2 , 313 – 34 .
  • Levelt , W. J. M. ( 1978 ) A survey of studies in sentence perception 9170-1976 . In W. Levelt & G. F. d'Arcais (Eds) , Studies in the Perception of Language . New York : Wiley .
  • Miikkulainen , R. and Dyer , M. G. ( 1988 ) Forming global representations with extended backpropogation . Proceedings of the IEEE Second Annual International Conference on Neural Networks , pp. 285 – 292 . New York : IEEE .
  • Miikkulainen , R. & Dyer , M. G. ( 1989 ) A modular neural network architecture for sequential paraphrasing of script-based stories . Proceedings of the International Joint Conference on Neural Networks , pp. 11 – 49 – 56 . New York : IEEE .
  • Miikkulainen , R. and Dyer , M. G. ( 1990 ) Natural language processing with modular neural networks and distributed lexicon . Technical Report CSD-900001 (UCLA Computer Science Dept.). Submitted to Cognitive Science .
  • Nirenburg , S. ( 1989 ) Knowledge-based machine translation . Machine Translation , 4 , 5 – 24 .
  • Pollack , J. B. ( 1990 ) Recursive distributed representations . Artificial Intelligence , 46 , 77 – 105 .
  • Pollack , J. B. ( 1991 ) The induction of dynamical recognizers . Machine Learning , 7 , 227 – 252 .
  • Servan-Schreiber , D. , Cleeremans , A. , and McClelland , J. L. ( 1988 ) Learning sequential structure in simple recurrent networks . Technical Report CMU-CS-88-183 (Computer Science Department, Carnegie Mellon University) .
  • Sharkey , N. E. ( 1991 ) Connectionist representation techniques . AI Review , 5 , 143 – 167 .
  • Smolensky , P. ( 1990 ) Tensor product variable binding and the representation of symbolic structures in connectionist systems . Artificial Intelligence , 46 , 159 – 216 .
  • St John , M. F. & McClelland , J. L. ( 1990 ) Learning and applying contextual constraints in sentence comprehension . Artificial Intelligence , 46 , 217 – 257 .
  • Touretzky , D. S. ( 1990 ) BoltzCONS dynamic symbol structures in a connectionist network . Artificial Intelligence , 46 , 5 – 46 .

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