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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Bibliographic Details
Main Author: Marcel van Gerven (auth)
Other Authors: Sander Bohte (auth)
Format: Electronic Book Chapter
Language:English
Published: Frontiers Media SA 2018
Series:Frontiers Research Topics
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Summary: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.
Physical Description:1 electronic resource (220 p.)
ISBN:978-2-88945-401-3
9782889454013
Access:Open Access