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Achieving Consistent Near-Optimal Pattern Recognition Accuracy Using Particle Swarm Optimization to Pre-Train Artificial Neural Networks
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Nikelshpur, Dmitry O. – ProQuest LLC, 2014
Similar to mammalian brains, Artificial Neural Networks (ANN) are universal approximators, capable of yielding near-optimal solutions to a wide assortment of problems. ANNs are used in many fields including medicine, internet security, engineering, retail, robotics, warfare, intelligence control, and finance. "ANNs have a tendency to get…
Descriptors: Artificial Intelligence, Networks, Computation, Topology
Bending and Stretching.
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Georgia Univ., Athens. Research and Development Center in Educational Stimulation. – 1969
This 19-page workbook presents the elementary student with topological concepts through sequences of pictures with related questions. Generally the questions ask, "How are the pictures different?" and "How are they the same?" Several topological concepts are presented in this manner: connectivity, number of holes, closed and open curves, networks,…
Descriptors: Discovery Learning, Elementary Education, Elementary School Mathematics, Mathematical Concepts