Invariant object recognition with trace learning and multiple stimuli present during training.

@article{Stringer2007InvariantOR,
  title={Invariant object recognition with trace learning and multiple stimuli present during training.},
  author={S M Stringer and Edmund T. Rolls and James M. Tromans},
  journal={Network},
  year={2007},
  volume={18 2},
  pages={161-87}
}
Over successive stages, the ventral visual system develops neurons that respond with view, size and position invariance to objects including faces. A major challenge is to explain how invariant representations of individual objects could develop given visual input from environments containing multiple objects. Here we show that the neurons in a 1-layer competitive network learn to represent combinations of three objects simultaneously present during training if the number of objects in the… CONTINUE READING

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