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Artificial Intelligence Driven by a General Neural Simulation System (Genesis) (Hardcover)
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Artificial Intelligence Driven by a General Neural Simulation System (Genesis) (Hardcover)
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Total price: R7,379
Discovery Miles: 73 790
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The last several years have seen a dramatic increase in the number
of neurobiologists building or using computer-based models as a
regular part of their efforts to understand how different neural
systems function. As experimental data continue to amass, it is
increasingly clear that detailed physiological and anatomical data
alone are not enough to infer how neural circuits work.
Experimentalists appear to be recognizing the need for the
quantitative approach to explore the functional consequences of
particular neuronal features that are provided by modeling. This
combination of modeling and experimental work has led to the
creation of the new discipline of computational neurosciences. More
than the use of models per se, the authors believe that
computational neuroscience is most distinguished from classical
neurobiology due to an explicit focus on how the nervous system
computes. Thus, instead of obtaining experimental information about
the structure of the nervous system for its own sake, a
computational approach involves collecting the information most
relevant to the advancement of functional understanding. In our
hands, models, especially those based on the detailed physiology
and anatomy of the brain region in question, capture what is known
about this region while also directing further experimental
investigations. These same models can then provide an
interpretation for the obtained data. Thus, the interaction between
experiments and computer modeling is increasingly iterative and
interdependent.
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