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1
Neural blackboard architectures of combinatorial structures in cognition : [including commentary and authors' response]
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 29 (2006) 1, 37-108
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OLC Linguistik
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2
Will the neural blackboard architecture scale up to semantics?
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 29 (2006) 1, 77
OLC Linguistik
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3
"Understanding Language Understanding: Computational Models of Reading, ed. by Ashwin Ram and Kenneth Moorman (Cambridge, Mass.: MIT, 1999)" [Rezension]
In: Trends in cognitive sciences. - Amsterdam [u.a.] : Elsevier Science 4 (2000) 1, 35
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4
Toward the acquisition of language and the evolution of communication : a synthetic approach
In: Comparative approaches to cognitive science (Cambridge, Mass. [etc.], 1995), p. 383-412
MPI für Psycholinguistik
5
Perceptually grounded language learning : Part 2-DETE: a neutal/procedural model
In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 6 (1994) 1, 3-41
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6
Perceptually grounded language learning : part 1 - a neural network architecture for robust sequence association
In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 5 (1993) 2, 115-138
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7
Distributed symbol discovery through symbol recirculation : toward natural language processing in distributed connectionist networks
In: Connectionist approaches to natural language processing (Hove [etc.], 1992), P. 21-49
MPI für Psycholinguistik
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8
Distributed symbol discovery through symbol recirculation: toward natural language processing in distributed connectionist networks
In: Connectionist approaches to natural language processing. - Hove [u.a.] : Erlbaum (1992), 21-48
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9
Natural language processing with modular PDP networks and distributed lexicon
In: Cognitive science. - Hoboken, NJ : Wiley-Blackwell 15 (1991) 3, 343-399
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10
Symbolic neuroengineering for natural language processing : a multilevel research approach
In: High-level connectionist models (Norwood, NJ, 1991), P. 32-86
MPI für Psycholinguistik
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11
Lexical acquisition through symbol recirculation in distributed connectionist networks
In: Lexical acquisition. - Hillsdale, N.J. [u.a.] : Erlbaum (1991), 309-337
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12
Can connectionism provide syntactically structured representations?
Smolensky, Paul (Mitarb.); Tye, Michael (Mitarb.); Fodor, Jerry A. (Mitarb.)...
In: Connectionism and the philosophy of mind. - Dordrecht [u.a.] : Kluwer (1991), 281-416
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13
Natural Language Processing with Modular Neural Networks and Distributed Lexicon [<Journal>]
Abstract: An approach to connectionist natural language processing is proposed, which is based on hierarchically organized modular Parallel Distributed Processing (PDP) networks and a central lexicon of distributed input/output representations. The modules communicate using these representations, which are global and publicly available in the system. The representations are developed automatically by all networks while they are learning their processing tasks. The resulting representations reflect the regularities in the subtasks, which facilitates robust processing in the face of noise and damage, supports improved generalization, and provides expectations about possible contexts. The lexicon can be extended by cloning new instances of the items, that is, by generating a number of items with known processing properties and distinct identities. This technique combinatorially increases the processing power of the system. The recurrent FGREP module, together with a central lexicon, is used as a basic building block in modeling higher level natural language tasks. A single module is used to form case-role representations of sentences from word-by-word sequential natural language input. A hierarchical organization of four recurrent FGREP modules (the DISPAR system) is trained to produce fully expanded paraphrases of script-based stories, where unmentioned events and role fillers are inferred.
Keyword: Computational Linguistics; Language; Neural Nets
URL: http://cogprints.org/1896/
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14
A society of ideas on cognition : review of "Marvin Minsky's The Society of Mind"
In: Artificial intelligence. - Amsterdam : Elsevier 48 (1991) 3, 321-334
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15
Learning distributed representations of conceptual knowledge and their application to script-based story processing
In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 2 (1990) 4, 313-345
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16
Knowledge interactions and integrated parsing for narrative comprehension
In: Semantic structures (Hillsdale, N.J., 1989), P. 1-56
MPI für Psycholinguistik
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17
On the proper treatment of connectionism
Smolensky, Paul (Hrsg.); Antony, Louise M. (Mitarb.); Levine, Joseph (Mitarb.)...
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 11 (1988) 1, 1-74
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18
The self-extending phrasal lexicon
In: Computational linguistics. - Cambridge, Mass. : MIT Press 13 (1987) 3-4, 308-327
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19
Emotions and their computations : three computer models
In: Cognitive science and the understanding of emotion (Hove [etc.], 1987), P.323-348
MPI für Psycholinguistik
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20
Thematic knowledge in story understanding
In: Text. - Berlin [u.a.] : Mouton de Gruyter 6 (1986) 4, 393-426
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