Evolving Neural Networks for Visual Processing

@inproceedings{Coleman2010EvolvingNN,
  title={Evolving Neural Networks for Visual Processing},
  author={Oliver J. Coleman},
  year={2010}
}
In this study a recently developed neuroevolution method, HyperNEAT, is applied to new tasks in order to learn more about its characteristics in general and for the tasks specifically. The tasks required directly processing raw image data, including some from a robot-mounted camera, requiring the neural networks to directly process hundreds or thousands of inputs. The tasks included object recognition and robot navigation. The complexity and properties of the tasks, as well as the neural… CONTINUE READING

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