Directions in connectionist research: Tractable computations without syntactically structured representations

Metaphilosophy

Volumn 28, Issue 1-2, 1997, Pages 31-62

  Waskan, Jonathan ^a   Bechtel, William ^a  

^a NONE

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EID: 61049253304     PISSN: 00261068     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9973.00040     Document Type: Article

References (68)

1. Bechtel, W. (1996a). What knowledge must be in the head in order to acquire language. In B. Velichkovsky and D. M. Rumbaugh (eds.), Communicating Meaning: The Evolution and Development of Language. Hillsdale, NJ: Lawrence Erlbaum Associates.
2. Bechtel, W. (1996b). "Yet Another Scientific Revolution? Defusing the Dynamical Systems Theorists' Attack on Mental Representation." Presidential Address, Society for Philosophy and Psychology.
3. Bechtel, W. and Abrahamsen, A. A. (1991). Connectionism and the Mind: An Introduction to Parallel Processing in Networks. Oxford: Basil Blackwell.
4. Bechtel, W. and Richardson, R. C. (1993). Discovering Complexity: Decomposition and Localization as Strategies in Scientific Research. Princeton: Princeton University Press.
5. Beer, R. (1995). "A Dynamical Systems Perspective on Agent-Environment Interaction." Artificial Intelligence, 72, 173-215.
6. Best, J. B. (1992). Cognitive Psychology. 3rd Edition. St. Paul, MN: West Publishing.
7. Blank, D. S., Meeden, L. & Marshall, J. B. (1992). "Exploring the Symbolic/Subsymbolic Continuum: A Case Study of RAAM." In J. Dinsmore (ed.), Closing the gap: Symbolism vs. connectionism. Hillsdale, NJ: Lawrence Erlbaum Associates.
8. Brooks, R. A. (1991). "Intelligence without Representation." Artificial Intelligence, 47, 139-59.
9. Chalmers, D. J. (1990). "Mapping Part-Whole Hierarchies into Connectionist Networks." Artificial Intelligence, 46, 47-75.
10. Chomsky, N. (1957). Syntactic Structures. The Hague: Mouton.
11. Christiansen, M. H. (1994). "Infinite Languages, Finite Minds. Connectionism, Learning, and Linguistic Structure." Ph.D. Dissertation, University of Edinburgh.
12. Clark, A. (1989) Microcognition: Philosophy, Cognitive Science, and Parallel Distributed Processing. Cambridge, MA: MIT Press/Bradford Books.
13. Clark, A. (1993). Associative Engines: Connectionism, Concepts, and Representational Change. Cambridge, MA: MIT Press.
14. Clark, A. and Karmiloff-Smith (1994). "The Cognizer's Innards: A Psychological and Philosophical Perspective on the Development of Thought." Mind and Language, 8, 487-519.
15. Clark, H. H., & Clark, E. V. (1977). Psychology and Language. New York: Harcourt Brace Jovanovich.
16. Dennett, D. C. (1991). Consciousness Explained. Boston: Brown Little.
17. Eimas, P. D. and Corbit, J. D. (1973). "Selective Adaptation of Linguistic Feature Detectors." Cognitive Psychology, 4, 99-109.
18. Elman, J. (1990). "Finding Structure in Time." Cognitive Science, 14, 179-211.
19. Elman, J. (1991). "Distributed Representations, Simple Recurrent Networks, and Grammatical Structure." Machine Learning, 7, 195-225.
20. Fodor, J. A. (1983). The Modularity of Mind. Cambridge, MA: MIT Press.
21. Fodor, J. A. & Pylyshyn, Z. W. (1988). "Connectionism and Cognitive Architecture: A Critical Analysis." Cognition, 28, 3-71.
22. Goldberg, Adele E. (1995). Constructions: A Construction Grammar Approach to Argument Structure. Chicago: The University of Chicago Press.
23. Harris, C. L. (1990). "Connectionism and Cognitive Linguistics." Connection Science, 2, 7-33.
24. Haselager, W. F. G. (1995). The Right Frame of Mind: Cognitive Science, Folk Psychology, and the Frame Problem. Ph.D. Dissertation, Vrije Universiteit Amsterdam.
25. Hinton, G. E. and Anderson, J. A. (eds.) (1981) Parallel Models of Associative Memory. Hillsdale, NJ: Lawrence Erlbaum Associates.
26. Hintzman, D. L. (1986). "Schema Abstraction" in a Multiple-Trace Memory Model. Psychological Review, 93, no. 4, 411-28.
27. Horgan, T. and Tienson, J. (1991). Connectionism and The Philosophy of Mind. Dordrecht: Kluwer.
28. Horgan, T. and Tienson, J. (1994). "A Nonclassical Framework for Cognitive Science." Synthese, 101, 305-45.
29. Horgan, T. and Tienson, J. (1996). Connectionism and The Philosophy of Psychology. Cambridge, MA: MIT Press.
30. Jacobs," R. A., Jordan, M. I., and Barto, A. G. (1991). "Task Decomposition Through Competition in a Modular Connectionist Architecture: The What and Where Vision Tasks." Cognitive Science, 15, 219-250.
31. Kelso, J. A. S. (1995). Dynamic Patterns: The Self Organization of Brain and Behavior. Cambridge, MA: MIT Press.
32. Lakoff, G. (1987). Women, Fire, and Dangerous Things. Chicago: University of Chicago Press.
33. Langacker, Ronald W. (1991a). Foundations of Cognitive Grammar Volume Two: Descriptive Application. Stanford: Stanford University Press.
34. Langacker, R. W. (1991b). Concept Image and Symbol: The Cognitive Basis of Grammar. New York: Mouton de Gruyter.
35. Liberman, A. M., Cooper, F., Shankweiler, D. P., & Studdert-Kennedy, M. (1967). "Perception of the Speech Code." Psychological Review, 74, 431-61.
36. Martin, R. C, Breedin, S. D. (1992). "Dissociations Between Speech Perception and Phonological Short-term Memory Deficits." Cognitive Neuropsychology, 9, no. 6, 509-34.
37. Mazoyer, B. M. et al. (1993). "The Cortical Representation of Speech." Journal of Cognitive Neuroscience, 5, no. 4, 467-79.
38. McCarthy, J. and Hayes, P. J. (1969). "Some Philosophical Problems from the Standpoint of Artificial Intelligence." in B. Meltzer and D. Michie (eds.), Machine Intelligence, pp. 463-502. Edinburgh: Edinburgh University Press.
39. McClelland, J. L. and Kawamoto, A. H. (1986). "Mechanisms of Sentence Processing: Assigning Roles to Constituents of Sentences." In: Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Volume 2: Psychological and Biological Models, pp. 272-325.
40. McClelland, J. L., Rumelhart, D. E. and the PDP Research Group (1986). Parallel Distributed Processing. Explorations in the Micro-structure of Cognition. Volume 2: Psychological and Biological Models. Cambridge, MA: MIT Press/Bradford Books.
41. McCloskey, M. and Cohen, N. J. (1989). "Catastrophic Interference in Connectionist Networks: The Sequential Learning Problem." In G. H. Bower (ed.), The Psychology of Learning and Motivation, vol. 24, pp. 109-65. New York: Academic Press.
42. Miikkulainen, R. (1993). Subsymbolic Natural Language Processing. An Integrated Model of Scripts, Lexicon, and Memory. Cambridge, MA: MIT Press.
43. Minsky, M. A. and Papert, S. (1969). Perceptrons. Cambridge, MA: MIT Press.
44. Mishkin, M., Ungerleider, L. G., and Macko, K. A. (1983). "Object Recognition and Spatial Vision: Two Cortical Pathways." Trends in Neurosciences, 6, 414-17.
45. Nenov, V. I. and Dyer, M. G. (1994). "Perceptually Grounded Language Learning: Part 2-DETE: A Neural/Procedural Model." Connection Science, 6, no. 1, 3-41.
46. Newell, A. (1989). Unified Theories of Cognition. Cambridge, MA: Harvard University Press.
47. Newport, E. (1988). "Constraints on Learning and Their Role in Language Acquisition: Studies in the Acquisition of American Sign Language." Language Studies, 10, 147-72.
48. Newport, E. (1990). "Maturational Constraints on Language Learning." Cognitive Science, 14, 11-28.
49. Pollack, J. (1990). "Recursive Distributed Representations." Artificial Intelligence, 46, 77-105.
50. Pollack, I., & Pickett, J. M. (1964). "Intelligibility of Excerpts from Fluent Speech: Auditory vs. Structural Context." Journal of Verbal Learning and Verbal Behavior, 3, 79-84.
51. Quillian, M. R. (1968). "Semantic Memory." In M. Minsky (ed.) Semantic Information Processing, pp. 227-70. Cambridge, MA: MIT Press.
52. Ramsey, W., Stich, S. P., and Rumelhart, D. E. (1991). Philosophy and Connectionist Theory. Hillsdale, NJ: Lawrence Erlbaum.
53. Ratcliffe, R. (1990). "Connectionist Models of Recognition Memory: Constraints Imposed by Learning and Forgetting Functions." Psychological Review, 97, 285-308.
54. Regier, T. (1995). "A Model of the Human Capacity for Categorizing Spatial Relationships." Cognitive Linguistics, 6(1), 63-88.
55. Roediger, H. L. (1990). "Implicit Memory: Retention without Remembering." American Psychologist, 45, no. 9, 1043-56.
56. Rosenblatt, F. (1962). The Principles of Neurodynamics. New York: Spartan.
57. Rosenbloom, P. S., Laird, J. E., Newell, A., and McCarl, R. (1991). "A Preliminary Analysis of the SOAR Architecture as a Basis for General Intelligence." Artificial Intelligence, 47, 289-325.
58. Rueckl, J. G., Cave, K. R., and Kosslyn, S. M. (1989). "Why are 'What' and 'Where' Processed by Separate Cortical Visual Systems? A Computational Investigation." Journal of Cognitive Neuroscience, 1, 171-86.
59. Rumelhart, D. E., Hinton, G. E., and Williams, R. J. (1986). "Learning Representations by Back Propagating Errors." Nature, 323, 533-36.
60. Rumelhart, D. E., McClelland, J. L., and the PDP Research Group (1986). Parallel Distributed Processing. Explorations in the Micro-structure of Cognition. Volume 1 : Foundations. Cambridge, MA: MIT Press/Bradford Books.
61. St. John, M. F. & McClelland, J. L. (1990). "Learning and Applying Contextual Constraints in Sentence Comprehension." Artificial Intelligence, 46, 217-57.
62. Smolensky, P. (1990). "Tensor Product Variable Binding and The Representation of Symbolic Structures in Connectionist Systems." Artificial Intelligence, 46, 159-216.
63. Simon, H. A. (1980). The Sciences of The Artificial. Cambridge, MA: MIT Press.
64. Thelen, E. (1995). "Time-scale Dynamics and the Development of an Embodied Cognition." In R. Port and T. van Gelder (eds.), Mind as Motion. Cambridge, MA: MIT Press.
65. Tomasello, M. (in press). "Cognitive Linguistics." In W. Bechtel and G. Graham (eds.), A Companion to Cognitive Science. Oxford: Basil Blackwell.
66. van Gelder, T. (1990). "Compositionality: A Connectionist Variation on a Classical Theme." Cognitive Science, 14, 355-84.
67. van Orden, C. G. (in press). "What Do Double Dissociations Prove? Inductive Methods and Theory in Psychology."
68. Warren, R. M., & Warren, R. P. (1970). "Auditory Illusions and Confusions." Scientific American, 223(6), 30-36.