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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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Abstract:
In this paper we explore Simple Recurrent Networks with feature-based letter and phoneme encoding to transform orthographic representations to phonological ones of Dutch words, which is a part of the bigger, text-to-speech synthesis problem. Besides addressing cognitive plausibility, this model performs better than earlier implementations with orthogonal data encoding, which allows useful implementations. We also studied the performance of the network functionally, which led to insights about its behaviour and its implicit linguistics, which in turn were used to present the data to the network during training in a way that would improve learning. 1 Introduction Converting orthographic word representations to phonological ones is interesting from both cognitive and linguistic points of view. From the former perspective, we are looking for a biologically plausible explanation of a part of our cognitive capacity to speak, in particularly the process of reading aloud. On another hand, co.
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URL: http://www-uilots.let.uu.nl/publications/clin1999/Pap/stoianov.ps
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.27.3759
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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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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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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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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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