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Volumn 142, Issue 2, 2004, Pages 143-174

Nonmonotonic inferences and neural networks

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EID: 33751172313     PISSN: 00397857     EISSN: 15730964     Source Type: Journal    
DOI: 10.1007/s11229-004-1929-y     Document Type: Article
Times cited : (14)

References (46)
  • 1
    • 0035127989 scopus 로고    scopus 로고
    • Symbolic knowledge extraction from trained neural networks: A sound approach
    • d'Avila Garcez, A., K. Broda and D. Gabbay: 2001, 'Symbolic Knowledge Extraction from Trained Neural Networks: A Sound Approach', Artificial Intelligence 125, 153-205.
    • (2001) Artificial Intelligence , vol.125 , pp. 153-205
    • D'Avila Garcez, A.1    Broda, K.2    Gabbay, D.3
  • 2
    • 0004950884 scopus 로고
    • Nonmonotonic inferences in neural networks
    • J. A. Allen, R. Fikes and E. Sandewall (eds.), Morgan Kaufmann, San Mateo, CA
    • Balkenius, C. and P. Gärdenfors: 1991, 'Nonmonotonic Inferences in Neural Networks', in J. A. Allen, R. Fikes and E. Sandewall (eds.), Principles of Knowledge Representation and Reasoning, Morgan Kaufmann, San Mateo, CA.
    • (1991) Principles of Knowledge Representation and Reasoning
    • Balkenius, C.1    Gärdenfors, P.2
  • 3
    • 33745751830 scopus 로고    scopus 로고
    • John Benjamins, Amsterdam & Philadelphia
    • Bartsch, R.: 2002, Consciousness Emerging, John Benjamins, Amsterdam & Philadelphia.
    • (2002) Consciousness Emerging
    • Bartsch, R.1
  • 5
    • 0345798942 scopus 로고    scopus 로고
    • Empirical tests of the gradual learning algorithm
    • Boersma, P. and B. Hayes: 2001, 'Empirical Tests of the Gradual Learning Algorithm', Linguistic Inquiry, 32, 45-86.
    • (2001) Linguistic Inquiry , vol.32 , pp. 45-86
    • Boersma, P.1    Hayes, B.2
  • 6
  • 8
    • 0020970741 scopus 로고
    • Absolute stability of global pattern formation and parallel memory storage by competetive neural networks
    • Cohen, M. A. and S. Grossberg: 1983, 'Absolute Stability of Global Pattern Formation and Parallel Memory Storage by Competetive Neural Networks', IEEE Transactions on Systems, Man, and Cybernetics, SMC-13, 815-826.
    • (1983) IEEE Transactions on Systems, Man, and Cybernetics , vol.SMC-13 , pp. 815-826
    • Cohen, M.A.1    Grossberg, S.2
  • 10
    • 0025516780 scopus 로고
    • Mundane reasoning by settling on a plausible model
    • Derthick, M.: 1990, 'Mundane Reasoning by Settling on a Plausible Model', Artificial Intelligence 46, 107-157.
    • (1990) Artificial Intelligence , vol.46 , pp. 107-157
    • Derthick, M.1
  • 11
    • 0023968207 scopus 로고
    • Connectionism and cognitive architecture: A critical analysis
    • Fodor, J. A. and Z. W. Pylyshyn: 1988, 'Connectionism and Cognitive Architecture: A Critical Analysis', Cognition 28, 3-71.
    • (1988) Cognition , vol.28 , pp. 3-71
    • Fodor, J.A.1    Pylyshyn, Z.W.2
  • 12
    • 0038814455 scopus 로고    scopus 로고
    • Optimality theory and the generative complexity of constraint violability
    • Frank, R. and G. Satta: 1998, 'Optimality Theory and the Generative Complexity of Constraint Violability', Computational Linguistics 24, 307-315.
    • (1998) Computational Linguistics , vol.24 , pp. 307-315
    • Frank, R.1    Satta, G.2
  • 13
    • 0002752749 scopus 로고
    • Theoretical foundations for non-monotonic reasoning in expert systems
    • K. Apt (ed.), Springer-Verlag, Berlin
    • Gabbay, D.: 1985, 'Theoretical Foundations for Non-monotonic Reasoning in Expert Systems', in K. Apt (ed.), Logics and Models of Concurrent Systems, Springer-Verlag, Berlin, pp. 439-459.
    • (1985) Logics and Models of Concurrent Systems , pp. 439-459
    • Gabbay, D.1
  • 14
    • 0038444358 scopus 로고    scopus 로고
    • The MIT Press, Cambridge & London
    • Glymour, C.: 2001, The Mind's Arrows, The MIT Press, Cambridge & London.
    • (2001) The Mind's Arrows
    • Glymour, C.1
  • 15
    • 40649128119 scopus 로고
    • Nonlinear neural networks: Principles, mechanisms, and architectures
    • Grossberg, S.: 1989, 'Nonlinear Neural Networks: Principles, Mechanisms, and Architectures', Neural Networks 1, 17-66.
    • (1989) Neural Networks , vol.1 , pp. 17-66
    • Grossberg, S.1
  • 16
    • 0028868071 scopus 로고    scopus 로고
    • The attentive brain
    • Grossberg, S.: 1996, 'The Attentive Brain', American Scientist 83, 438-449.
    • (1996) American Scientist , vol.83 , pp. 438-449
    • Grossberg, S.1
  • 17
    • 0442293227 scopus 로고
    • Special issue: Hybrid systems (symbolic/connectionist)
    • Hendler, J. A.: 1989, 'Special Issue: Hybrid Systems (Symbolic/ Connectionist)', Connection Science 1, 227-342.
    • (1989) Connection Science , vol.1 , pp. 227-342
    • Hendler, J.A.1
  • 21
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield, J. J.: 1982, 'Neural Networks and Physical Systems with Emergent Collective Computational Abilities', Proceedings of the National Academy of Sciences 79, 2554-2558.
    • (1982) Proceedings of the National Academy of Sciences , vol.79 , pp. 2554-2558
    • Hopfield, J.J.1
  • 24
    • 33751189116 scopus 로고
    • On a theory of markedness
    • R. Bandi, A. Belletti and L. Rizzi (eds.), Estratto, Pisa
    • Kean, M. L.: 1981, 'On a Theory of Markedness', in R. Bandi, A. Belletti and L. Rizzi (eds.), Theory of markedness in Generative Grammar, Estratto, Pisa, pp. 559-604.
    • (1981) Theory of Markedness in Generative Grammar , pp. 559-604
    • Kean, M.L.1
  • 25
    • 26444460719 scopus 로고    scopus 로고
    • Micro-level hybridization in the cognitive architecture DUAL
    • R. Sun and F. Alexander (eds.), Lawrence Erlbaum Associates, Hilsdale, NJ
    • Kokinov, B.: 1997, 'Micro-level Hybridization in the Cognitive Architecture DUAL', in R. Sun and F. Alexander (eds.), Connectionist-symbolic Integration: From Unified to Hybrid Approaches Lawrence Erlbaum Associates, Hilsdale, NJ, pp. 197-208.
    • (1997) Connectionist-symbolic Integration: From Unified to Hybrid Approaches , pp. 197-208
    • Kokinov, B.1
  • 26
    • 0025462359 scopus 로고
    • Nonmonotonic reasoning, preferential models and cumulative logics
    • Kraus, S., D. Lehmann and M. Magidor: 1990, 'Nonmonotonic Reasoning, Preferential Models and Cumulative Logics', Artificial Intelligence 44, 167-207.
    • (1990) Artificial Intelligence , vol.44 , pp. 167-207
    • Kraus, S.1    Lehmann, D.2    Magidor, M.3
  • 27
    • 51249194645 scopus 로고
    • A logical calculus of the ideas immanent in nervous activity
    • McCulloch, W. S. and W. Pitts: 1943, 'A Logical Calculus of the Ideas Immanent in Nervous Activity', Bulletin of Mathematical Biophysics 5, 115-133.
    • (1943) Bulletin of Mathematical Biophysics , vol.5 , pp. 115-133
    • McCulloch, W.S.1    Pitts, W.2
  • 28
    • 2442482860 scopus 로고    scopus 로고
    • Montague grammar
    • J. van Benthem and A. ter Meulen (eds.), MIT Press, Cambridge
    • Partee, B. with H. L. W. Hendriks: 1997, 'Montague Grammar', in J. van Benthem and A. ter Meulen (eds.), Handbook of Logic and Language, MIT Press, Cambridge, pp. 5-91.
    • (1997) Handbook of Logic and Language , pp. 5-91
    • Partee, B.1    Hendriks, H.L.W.2
  • 29
    • 0029368629 scopus 로고
    • Reasoning, nonmonotonicity and learning in connectionist networks that capture propositional knowledge
    • Pinkas, G.: 1995, 'Reasoning, Nonmonotonicity and Learning in Connectionist Networks that Capture Propositional Knowledge', Artificial Intelligence 77, 203-247.
    • (1995) Artificial Intelligence , vol.77 , pp. 203-247
    • Pinkas, G.1
  • 30
    • 0023974765 scopus 로고
    • On language and connectionism: Analysis of a parallel distributed processing model of language acquisition
    • Pinker, S., and A. Prince: 1988, 'On Language and Connectionism: Analysis of a Parallel Distributed Processing Model of Language Acquisition', Cognition 28, 73-193.
    • (1988) Cognition , vol.28 , pp. 73-193
    • Pinker, S.1    Prince, A.2
  • 31
    • 0024066001 scopus 로고
    • A logical framework for default reasoning
    • Poole, D.: 1988, 'A Logical Framework for Default Reasoning', Artificial Intelligence, 36, 27-47.
    • (1988) Artificial Intelligence , vol.36 , pp. 27-47
    • Poole, D.1
  • 32
    • 33751185313 scopus 로고    scopus 로고
    • Who chooses the assumptions?
    • P. O'Rorke (ed.), MIT Press, Cambridge
    • Poole, D.: 1996, 'Who Chooses the Assumptions?', in P. O'Rorke (ed.), Abductive Reasoning, MIT Press, Cambridge.
    • (1996) Abductive Reasoning
    • Poole, D.1
  • 33
    • 0003487673 scopus 로고
    • Technical Report CU-CS-696-93, Department of Computer Science, University of Colorado at Boulder, and Technical Report TR-2, Rutgers Center for Cognitive Science, Rutgers University, New Brunswick, NJ
    • Prince, A. and P. Smolensky: 1993, Optimally Theory: Constraint Interaction in Generative Grammar. Technical Report CU-CS-696-93, Department of Computer Science, University of Colorado at Boulder, and Technical Report TR-2, Rutgers Center for Cognitive Science, Rutgers University, New Brunswick, NJ.
    • (1993) Optimally Theory: Constraint Interaction in Generative Grammar
    • Prince, A.1    Smolensky, P.2
  • 35
    • 0002271477 scopus 로고
    • Schemata and sequential thought processes in PDP models
    • D. E. Rumelhart, J. L. McClelland and the PDP research group (eds.), MIT Press/Bradford Books, Cambridge, MA
    • Rumelhart, D. E., P. Smolensky, J. L. McClelland and G. E. Hinton: 1986, 'Schemata and Sequential Thought Processes in PDP Models', in D. E. Rumelhart, J. L. McClelland and the PDP research group (eds.), Parallel Distributed Processing: Explorations in the Microstructure of Cognition. Volume II, MIT Press/Bradford Books, Cambridge, MA, pp. 7-57.
    • (1986) Parallel Distributed Processing: Explorations in the Microstructure of Cognition , vol.2 , pp. 7-57
    • Rumelhart, D.E.1    Smolensky, P.2    McClelland, J.L.3    Hinton, G.E.4
  • 36
    • 0000773350 scopus 로고
    • From simple associations to systematic reasoning
    • Shastri, L. and V. Ajjanagadde: 1993, 'From Simple Associations to Systematic Reasoning', Behavioral and Brain Sciences, 16, 417-494.
    • (1993) Behavioral and Brain Sciences , vol.16 , pp. 417-494
    • Shastri, L.1    Ajjanagadde, V.2
  • 37
    • 21844446476 scopus 로고    scopus 로고
    • Seeking coherent explanations - A fusion of structured connectionism, temporal synchrony, and evidential reasoning
    • Philadelphia, PA
    • Shastri, L. and C. Wendelken: 2000, 'Seeking Coherent Explanations - A Fusion of Structured Connectionism, Temporal Synchrony, and Evidential Reasoning, Proceedings of Cognitive Science, Philadelphia, PA.
    • (2000) Proceedings of Cognitive Science
    • Shastri, L.1    Wendelken, C.2
  • 38
    • 58149406088 scopus 로고
    • Controlled and automatic human information processing: II. Perceptual learning, automatic attending, and a general theory
    • Shiffrin, R. M. and W. Schneider: 1977, 'Controlled and Automatic Human Information Processing: II. Perceptual Learning, Automatic Attending, and A General Theory', Psychological Review 84, 127-190.
    • (1977) Psychological Review , vol.84 , pp. 127-190
    • Shiffrin, R.M.1    Schneider, W.2
  • 39
    • 0000329993 scopus 로고
    • Information processing in dynamical systems: Foundations of harmony theory
    • D. E. Rumelhart, J. L. McClelland, and the PDP research group (eds.), MIT Press/Bradford Books, Cambridge, MA
    • Smolensky, P.: 1986, 'Information Processing in Dynamical Systems: Foundations of Harmony Theory', in D. E. Rumelhart, J. L. McClelland, and the PDP research group (eds.), Parallel distributed processing: Explorations in the microstructure of cognition. Volume I, MIT Press/Bradford Books, Cambridge, MA, pp. 194-281.
    • (1986) Parallel Distributed Processing: Explorations in the Microstructure of Cognition , vol.1 , pp. 194-281
    • Smolensky, P.1
  • 40
    • 84971179405 scopus 로고
    • On the proper treatment of connectionism
    • Smolensky, P.: 1988, 'On the Proper Treatment of Connectionism', Behavioral and Brain Sciences 11, 1-23.
    • (1988) Behavioral and Brain Sciences , vol.11 , pp. 1-23
    • Smolensky, P.1
  • 41
    • 0025516779 scopus 로고
    • Tensor product variable binding and the representation of symbolic structures in connectionist networks
    • Smolensky, P.: 1990, 'Tensor Product Variable Binding and the Representation of Symbolic Structures in Connectionist Networks', Artificial Intelligence 46, 159-216.
    • (1990) Artificial Intelligence , vol.46 , pp. 159-216
    • Smolensky, P.1
  • 42
    • 33751200313 scopus 로고    scopus 로고
    • Computational, dynamical, and statistical perspectives on the processing and learning problems in neural network theory
    • P. Smolensky, M. C. Mozer, and D. E. Rumelhart (eds.), Lawrance Erlbaum Publishers, Mahwah, NJ
    • Smolensky, P.: 1996, 'Computational, Dynamical, and Statistical Perspectives on the Processing and Learning Problems in Neural Network Theory', in P. Smolensky, M. C. Mozer, and D. E. Rumelhart (eds.), Mathematical Perspectives on Neural Networks. Lawrance Erlbaum Publishers, Mahwah, NJ, pp. 1-13.
    • (1996) Mathematical Perspectives on Neural Networks , pp. 1-13
    • Smolensky, P.1
  • 43
    • 0033212069 scopus 로고    scopus 로고
    • Grammar-based connectionist approaches to language
    • Smolensky, P.: 2000, 'Grammar-Based Connectionist Approaches to Language', Cognitive Science 23, 589-613.
    • (2000) Cognitive Science , vol.23 , pp. 589-613
    • Smolensky, P.1


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