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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Detalles Bibliográficos
Otros Autores: Marcel van Gerven (auth), Sander Bohte
Formato: Libro electrónico
Idioma:Inglés
Publicado: Frontiers Media SA 2018
Colección:Frontiers Research Topics
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009420568606719
Descripción
Sumario: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.
Descripción Física:1 electronic resource (220 p.)
Acceso:Open access