Corticostriatal response selection in sentence production: Insights from neural network simulation with reservoir computing
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- 作者：Xavier Hinauta ; Florian Lanceb ; Colas Droinb ; Maxime Petitb ; Gregoire Pointeaub ; Peter Ford Domineyb ; peter.dominey@inserm.fr" class="auth_mail" title="E-mail the corresponding author
- 关键词：Sentence production ; Corticostriatal system ; Language ; Model ; Neural network
- 刊名：Brain and Language
- 出版年：2015
- 出版时间：November 2015
- 年：2015
- 卷：150
- 期：Complete
- 页码：54-68
- 全文大小：1863 K
文摘
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We modeled the corticostriatal system as a recurrent network with modifiable readouts.
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The model learns to produce a variety of English and Japanese constructions.
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It displays syntactic complexity and generalization effects.
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Advances the field of recurrent network modeling of sentence-level language processing.
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Corticostriatal response selection in motor control may generalize to language production.