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TheInternationalSymposiumCreatingBrain-LikeIntelligencewasheldinFeb-
ary 2007 in Germany. The symposium brought together notable
scientists from di?erent backgrounds and with di?erent expertise
related to the emerging ?eld of brain-like intelligence. Our
understanding of the principles behind brain-like intelligence is
still limited. After all, we have had to acknowledge that after
tremendous advances in areas like neural networks, computational
and arti?cial intelligence (a ?eld that had just celebrated its 50
year anniversary) and fuzzy systems, we are still not able to mimic
even the lower-level sensory capabilities of humans or animals. We
asked what the biggest obstacles are and how we could gain ground
toward a scienti?c understanding of the autonomy, ?exibility, and
robustness of intelligent biological systems as they strive to
survive. New principles are usually found at the interfaces between
existing disciplines, and traditional boundaries between
disciplines have to be broken down to see how complex systems
become simple and how the puzzle can be assembled. During the
symposium we could identify some recurring themes that p- vaded
many of the talks and discussions. The triad of structure, dynamics
and
environment,theroleoftheenvironmentasanactivepartnerinshapingsystems,
adaptivity on all scales (learning, development, evolution) and the
amalga- tion of an internal and external world in brain-like
intelligence rate high among them. Each of us is rooted in a
certain community which we have to serve with the results of our
research. Looking beyond our ?elds and working at the interfaces
between established areas of research requires e?ort and an active
process.
This book constitutes the refereed proceedings of the sixth
International Conference on Artificial Neural Networks - ICANN 96,
held in Bochum, Germany in July 1996.
The 145 papers included were carefully selected from numerous
submissions on the basis of at least three reviews; also included
are abstracts of the six invited plenary talks. All in all, the set
of papers presented reflects the state of the art in the field of
ANNs. Among the topics and areas covered are a broad spectrum of
theoretical aspects, applications in various fields, sensory
processing, cognitive science and AI, implementations, and
neurobiology.
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