Optimisation and Modelling of Spiking Neural Networks
Stefan Schliebs
Broschiertes Buch

Optimisation and Modelling of Spiking Neural Networks

Enhancing Neural Information Processing Systems through the Power of Evolution

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Motivated by the desire to better understand the truly remarkable information processing capabilities of the brain, numerous biologically plausible computational models have been explored in the recent decades. Already today, many applications employ neural networks to solve complex real world problems. Significant progress has been made in areas such as speech recognition, robotic controllers, associative memory and function approximation. This book develops an extension for a machine learning technique called the evolving spiking neural network (eSNN). It allows the automatic tuning of the n...