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Recurrent Autoassociative Networks and Holistic Computations
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In: http://odur.let.rug.nl/~stoianov/ps/ijcnn2000.Stoianov.RAN_Holistic_Computations.ps.gz (2000)
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Connectionist Learning to Read Aloud and Correlation to Human Data
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In: http://www.let.rug.nl/~stoianov/ps/CS99_Reading_Stoianov_Stowe_Nerbonne.ps.gz (1999)
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Connectionist learning to read aloud and correlation to human data
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In: http://odur.let.rug.nl/~nerbonne/papers/cogsci99.pdf (1999)
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Connectionist Grapheme to Phoneme Conversion: Exploring Distributed Representations
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In: http://www-uilots.let.uu.nl/publications/clin1999/Pap/stoianov.ps (1999)
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Recurrent Autoassociative Networks and Sequential Processing
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In: http://www.let.rug.nl/~stoianov/ps/ijcnn99.Stoianov.ps.gz (1999)
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Abstract:
A novel connectionist architecture that develops static representations of structured sequences is presented. The model is based on SRNs trained on an autoassociation task in a way that guarantees the development of unique static representations. The model can be applied in modeling Natural Language, cognition, etc. Introduction Connectionist Natural Language Processing has gone a long way since the development of the NETtalk model [13] and the Simple Recurrent Networks (SRN) [5], but one problem is still remaining: how to develop static representations of sequential linguistic objects. Static representations of words, sentences, and so on are necessary in order to apply direct, "holistic" operations over sequences [7], such as associations to other modalities, extracting items, and so on. In order to allow those operations, the developed representations should uniquely characterize the original objects. A first attempt to build such representations was suggested by J. Pollack [11]. H.
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URL: http://www.let.rug.nl/~stoianov/ps/ijcnn99.Stoianov.ps.gz
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.2163
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Connectionist Learning of Natural Language Lexical Phonotactics
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In: http://www.let.rug.nl/~stoianov/ps/ml.conn.learn.nl.phonotactics.ps.gz (1998)
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Exploring Phonotactics with Simple Recurrent Networks
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In: http://www.let.rug.nl/~nerbonne/papers/clin98srn.ps (1998)
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Modelling the phonotactic structure of natural language words with Simple Recurrent Networks
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In: http://grid.let.rug.nl/~nerbonne/papers/clin97.Stoianov.Nerbonne.Bouma.PhonotacticsLearning.pdf (1998)
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| 9 |
Modelling the phonotactic structure of natural language words with Simple Recurrent Networks
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In: http://grid.let.rug.nl/~stoianov/ps/dutch.phonot.poster97.ps.gz (1997)
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| 10 |
Modelling the phonotactic structure of natural language words with Simple Recurrent Networks
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In: http://www.let.rug.nl/~stoianov/ps/clin97.Stoianov.Nerbonne.Bouma.PhonotacticsLearning.ps.gz (1997)
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