Learning to combine foveal glimpses with a third-order Boltzmann machine

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Summary

A model based on a Boltzmann machine with third-order connections that can learn how to accumulate information about a shape over several fixations is described, showing that it can perform at least as well as a model trained on whole images.

Type
article
Published
2010-12-06
Cited by
512
References
24

Keywords

Foveal, Computer science, Artificial intelligence, Boltzmann machine, Pixel

References

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