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The cognitive structure of Surprise: looking for basic principles
Lorini, E., Castelfranchi, C. (2007); To appear in Topoi: An International Review of Philosophy, 26(1).
Training Recurrent Neural Networks by Evolino
J. Schmidhuber, D. Wierstra, M. Gagliolo, F. Gomez: Training Recurrent Neural Networks by Evolino. To appear in Neural Computation.
The Symbol Detachment Problem
Pezzulo, G. & Castelfranchi, C. The Symbol Detachment Problem. To appear in: Cognitive Processing. online: http://dx.doi.org/10.1007/s10339-007-0164-0
Designing Modular Architectures in the Framework AKIRA
Pezzulo, G. & Calvi, G. Designing Modular Architectures in the Framework AKIRA. To appear in: Multiagent and Grid Systems (journal)

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Anticipatory Cognitive Science is a research field that ensembles artificial intelligence, biology, psychology, neurology, engineering and philosophy in order to build anticipatory cognitive systems that are able to face human tasks with the same anticipatory capabilities and performance. In deep: Cognitive science is the interdisciplinary study of mind and intelligence, embracing philosophy, psychology, artificial intelligence, neuroscience, linguistics, and anthropology. Its intellectual origins are in the mid-1950s when researchers in several fields began to develop theories of mind based on complex representations and computational procedures. Its organizational origins are in the mid-1970s when the Cognitive Science Society was formed and the journal Cognitive Science began. Since then, more than sixty universities in North America, Europe, Asia, and Australia have established cognitive science programs, and many others have instituted courses in cognitive science.