Models of Acetylcholine and Dopamine Signals Differentially Improve Neural Representations

Biological and artificial neural networks (ANNs) represent input signals as patterns of neural activity. In biology, neuromodulators can trigger important reorganizations of these neural representations. For instance, pairing a stimulus with the release of either acetylcholine (ACh) or dopamine (DA)...

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Bibliographic Details
Main Authors: Raphaël Holca-Lamarre, Jörg Lücke, Klaus Obermayer
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-06-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fncom.2017.00054/full