Marcel van Gerven

Artificial Neural Networks as Models of Neural Information Processing - Frontiers Media SA 2018 - 1 electronic resource (220 p.)

Open Access

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.


Creative Commons


English

978-2-88945-401-3 9782889454013

10.3389/978-2-88945-401-3 doi

brain imaging artificial neural networks deep learning neural information processing backpropagation spiking neural networks