This book contains the proceedings of the annual meeting of the Italian Neural Network Society (SIREN), held in Vietri sul Mare, Italy in 2010. Subjects covered include methodological and implementational topics, which are grouped together into chapters devoted to models, signal processing and other applications. There are also two chapters which refer to special sessions devoted to current focuses in the field, which this year concern the dynamics of biological networks and nonlinear systems for multimodal human-machine interaction; the latter representing a special activity of the European Cooperation in Science and Technology (COST). Providing an insight into the latest news and ideas from a group of international experts, this volume will be of value to all those with an interest in neural networks and related fields.
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