Dynamic representations of stack- and queue-like syntactic structures
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Grüning, A (2005) Dynamic representations of stack- and queue-like syntactic structures In: Ninth Neural Computation and Psychology Workshop Modelling Language, Cognition, and Action (NCPW9), 2004-09-08 - 2004-09-10, Plymouth, UK.
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Abstract
We present simulations on how simple recurrent networks (SRNs) learn to represent prototypical centre-embedding and cross-serial languages, and analyse the emerging network dynamics. The networks find solutions for the tasks that can be characterised as simple dynamical systems and yield an explanation why cross-serial languages in an SRN setting are harder to aquire.
Item Type: | Conference or Workshop Item (UNSPECIFIED) | ||||||||
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Divisions : | Surrey research (other units) | ||||||||
Authors : | Grüning, A | ||||||||
Date : | May 2005 | ||||||||
DOI : | 10.1142/9789812701886_0015 | ||||||||
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Depositing User : | Symplectic Elements | ||||||||
Date Deposited : | 28 Mar 2017 14:08 | ||||||||
Last Modified : | 23 Jan 2020 12:50 | ||||||||
URI: | http://epubs.surrey.ac.uk/id/eprint/713377 |
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