Creating Brain-Like Intelligence: From Basic Principles to by Bernhard Sendhoff, Edgar Körner, Olaf Sporns, Helge Ritter,

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By Bernhard Sendhoff, Edgar Körner, Olaf Sporns, Helge Ritter, Kenji Doya

This state-of-the-art-survey records the clinical consequence of the overseas Symposium „Creating Brain-Like Intelligence", which came about in Hohenstein, Germany, in February 2007. It offers an advent to this rising interdisciplinary box by way of drawing jointly 15 articles from researchers throughout a wide variety of disciplines.

Brain-Like intelligence makes an attempt a illustration of our environment together with the procedure itself. It has to deal with a continuing inflow of a huge quantity of regularly unspecific info and can't be pointed out with a novel performance. it's the versatility of brain-like intelligence, its robustness and plasticity which makes it the item of our quest.

After 50 years of synthetic intelligence examine although, we're nonetheless unable to imitate even the reduce point sensory services of animals. yet we're commencing to flow within the correct course by means of deciding on the largest stumbling blocks and commencing to comprehend the autonomy, flexibility, and robustness of clever organic structures. This number of articles is facts of this growth and represents the present kingdom of paintings in numerous learn fields which are embraced by way of brain-like intelligence.

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Extra resources for Creating Brain-Like Intelligence: From Basic Principles to Complex Intelligent Systems

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The human brain is no different. This may seem a trivial point at first, but as we will try to illustrate in this section of the chapter, the connections between brain, body and environment are not only pervasive but also fundamentally important for information processing within the nervous system. The area of embodied cognition has received much attention in recent years and even a cursory overview of the field is beyond the scope of this chapter. Most theories of embodied cognition are based on the notion that brain, body and environment are dynamically interactive and that coherent, coordinated or intelligent behavior is at least in part the result of this interaction [58,59,60].

Functional connectivity can be altered as a result of the arrival of external perturbations. To say it even simpler, outputs shape inputs just as much as inputs shape outputs, and for this simple reason the brain is not autonomous, but depends on embodied interactions for structured information. Embodied systems are informationally bound to their surroundings, and the statistical interactions within their brain networks are subject to influences that result from these network’s actions in the real world.

Mapping the structural core of human cerebral cortex. PLoS Biology 6, e159 (2008) 13. : Characterizing brain anatomical connections using diffusion weighted mri and graph theory. NeuroImage 36, 645–660 (2007) 14. : Mapping anatomical connectivity patterns of human cerebral cortex using in vivo diffusion tensor imaging tractography. Cerebral Cortex doi (2008) 15. : Distributed hierarchical processing in the primate cerebral cortex. Cereb. Cortex 1, 1–47 (1991) 16. : The connectional organization of the cortico-thalamic system of the cat.

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