Labelling Recursive Auto-associative Memory

References

• Atiya , A. & Abu-Mostafa , Y.S. ( 1993 ) An analog feedback associative memory , IEEE Transaction on Neural Networks , 4 , 117 – 126 .
   PubMedGoogle Scholar
• Baldi , P. & Homik , K. ( 1989 ) Neural networks and principal component analysis: learning from examples without local minima. Neural Networks , 2 , 53 – 58 .
   Web of Science ®Google Scholar
• Berg , G. ( 1992 ) A connectionist parser with recursive sentence structure and lexical disambiguation. In Proceedings AAAI , pp. 32 – 37 .
   Google Scholar
• Blank , D.S. , Medeen , L.A. & Marshall J.B. ( 1992 ) Exploring the symbolic/subsymbolic continuum: a case study of RAAM. In Dinsmore , J. (Ed.), The Symbolic and Connectionist Paradigms: Closing the Gap , Vol. 1 . Hillsdale , NJ : Lawrence Erlbaum Associates, pp. 113 – 148 .
   Google Scholar
• Bourlard , H. & Kamp , Y. ( 1988 ) Auto-association by multilayer perceptrons and singular value decomposition. Biological Cybernetics , 59 , 291 – 294 .
   PubMed Web of Science ®Google Scholar
• Chrisman , L. ( 1991 ) Learning recursive distributed representations for holistic computation , Connection Science , 3 , 345 – 366 .
   Google Scholar
• dcGerlachc , M. , Sperduti , A. & Starita , A. ( 1994 ) Encoding conceptual graphs by labeling RAAM. In International Conference on Artificial Neural Networks , Vol. 1 , pp. 272 – 275 , Sorrento .
   Google Scholar
• Dyer , M.G. ( 1991 ) Symbolic NeuroEngineering for Natural Language Processing: A Multilevel Research Approach, Vol, 1 of Advances in Connectionist and Neural Computation Theory , pp. 32 – 86 . Ablex .
   Google Scholar
• Fhalman , S.E. & Lebiere , C. ( 1990 ) The cascade-correlation learning architecture. In Advances in Neural Information Processing Systems , vII, pp. 524 – 532 . San Mateo Morgan Kaufmann .
   Google Scholar
• Hinton , G.E. ( 1990 ) Mapping part-whole hierarchies into connectionist networks. Artificial Intelligence , 46 , 47 – 75 .
   Web of Science ®Google Scholar
• Kindermann , J. & Linden , A. ( 1990 ) Inversion of neural networks by gradient descent. Parallel Computing , 14 , 277 – 286 .
   Web of Science ®Google Scholar
• Knight , K. ( 1989 ) Unification: a multidisciplinary survey. ACM Computing Surveys , 21 , 93 – 124 .
   Google Scholar
• Kosko , B. ( 1992 ) Neural Networks and Fuzzy Systems. , Englewood Cliffs , NJ : Prentice-Hall, 1992 .
   Google Scholar
• Lonardi , S. , Sperduti , A. & Starita , A. ( 1994 ) Encoding Pyramids by Labeling RAAM. In IEEE Workshop on Neural Networks for Signal Processing , pp. 651 – 660 , Ermioni , Greece.
   Google Scholar
• Omohundro , S.M. ( 1987 ) Efficient algorithms with neural network behavior. Complex Systems , 1 , 273 – 347 .
   Google Scholar
• Plate , T. ( 1991 ) Holographic Reduced Representations. Technical Report CRG-TR-91–1, Department of Computer Science , University of Toronto.
   Google Scholar
• Pollack , J.B. ( 1989 ) Implications of recursive distributed representations. Advances in Neural Information Processing Systems , vI. San Mateo : Morgan Kaufmann, pp. 527 – 536 .
   Google Scholar
• Pollack , J.B. ( 1990 ) Recursive distributed representations. Artificial Intelligence , 46 , 77 – 106 .
   Web of Science ®Google Scholar
• Reilly , R. ( 1992 ) A connectionist technique for on-line parsing. Network , 3 , 37 – 46 , 1992 .
   Web of Science ®Google Scholar
• Rosenfeld , R. & Touretzky , D.S. ( 1987 ) Four Capacity Models for Coarse-coded Symbol Memories. , Technical Report CMU-CS-87-I82, Carnegie Mellon University.
   Google Scholar
• Samet , H. ( 1984 ) The quadtree and related hierarchical data structures. ACM Computing Surveys , 16 , 187 – 260 .
   Web of Science ®Google Scholar
• Sirat , J.A. & Nadal , J-P. ( 1990 ) Neural trees: a new tool for classification. Network , 1 , 423 – 438 .
   Web of Science ®Google Scholar
• Smolensky , P. ( 1990 ) Tensor product variable binding and the representation of symbolic structures in connectionist systems. Artificial Intelligence , 46 , 159 – 216 .
   Web of Science ®Google Scholar
• Sowa , J.F. ( 1984 ) Conceptual Structures: Information Processing in Mind and Machine. Reading , MA : Addison-Wesley.
   Google Scholar
• Sperduti , A. ( 1993 a) Labeling RAAM. , Technical Report 93–029, International Computer Science Institute.
   Google Scholar
• Sperduti , A. ( 1993 b) On Some Stability Properties of the LRAAM model. , Technical Report 93–031, International Computer Science Institute.
   Google Scholar
• Sperduti , A. ( 1993 c) Optimization and Functional Reduced Descriptors in Neural Networks. PhD Thesis TD-22/93. , Computer Science Department, University of Pisa, Italy.
   Google Scholar
• Sperduti , A. & Starita , A. ( 1993 a) An example of neural code: neural trees implemented by LRAAMs. In International Conference on Neural Networks and Genetic Algorithms , pp. 33 – 39 . Innsbruck .
   Google Scholar
• Sperduti , A. & Starita , A. ( 1993 b) Modular neural codes implementing neural trees. In 6th Italian Workshop on Parallel Architectures and Neural Networks , pp. 339 – 346 .
   Google Scholar
• Stolcke , A. & Wu , D. ( 1992 ) Tree Matching with Recursive Distributed Representations. , Technical Report TR-92–025, International Computer Science Institute.
   Google Scholar
• Touretzky , D.S. ( 1990 ) Boltzcons: dynamic symbol structures in a connectionist network. Artificial Intelligence , 46 , 5 – 46 .
   Web of Science ®Google Scholar