Artificial Neural Networks as Models of Neural Information Processing

Modern neural networks gave rise to major breakthroughs in several research areas. In neuroscience, we are witnessing a reappraisal of neural network theory and its relevance for understanding information processing in biological systems. The research presented in this book provides various perspect...

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Bibliographische Detailangaben
1. Verfasser: Marcel van Gerven (auth)
Weitere Verfasser: Sander Bohte (auth)
Format: Elektronisch Buchkapitel
Sprache:Englisch
Veröffentlicht: Frontiers Media SA 2018
Schriftenreihe:Frontiers Research Topics
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Beschreibung
Zusammenfassung:Modern neural networks gave rise to major breakthroughs in several research areas. In neuroscience, we are witnessing a reappraisal of neural network theory and its relevance for understanding information processing in biological systems. The research presented in this book provides various perspectives on the use of artificial neural networks as models of neural information processing. We consider the biological plausibility of neural networks, performance improvements, spiking neural networks and the use of neural networks for understanding brain function.
Beschreibung:1 electronic resource (220 p.)
ISBN:978-2-88945-401-3
9782889454013
Zugangseinschränkungen:Open Access