Emergence of orientation selective simple cells simulated in deterministic and stochastic neural networks

@article{Stetter2004EmergenceOO,
  title={Emergence of orientation selective simple cells simulated in deterministic and stochastic neural networks},
  author={M. Stetter and E. Lang and A. M{\"u}ller},
  journal={Biological Cybernetics},
  year={2004},
  volume={68},
  pages={465-476}
}
  • M. Stetter, E. Lang, A. Müller
  • Published 2004
  • Mathematics, Computer Science, Medicine
  • Biological Cybernetics
  • The processing of visual data in area 17 of the mammalian cortex is mainly performed by cells with receptive fields which are tuned to different orientations of input stimuli. The mechanisms underlying the emergence of receptive field properties of orientation selective cells are not well understood up to now. Recently, some models for the prenatal development of the receptive fields of orientation selective simple cells have been proposed, which emerge in neural networks trained by Hebb type… CONTINUE READING

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 33 REFERENCES
    Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
    • 11,503
    • PDF
    Receptive fields and functional architecture of monkey striate cortex
    • 5,833
    • PDF
    Receptive fields of single neurones in the cat's striate cortex
    • 3,743
    • PDF
    Ferrier lecture - Functional architecture of macaque monkey visual cortex
    • 2,114
    • Highly Influential
    • PDF
    Functional architecture of macaque monkey visual cortex
    • 1,404
    • Highly Influential
    • PDF
    From basic network principles to neural architecture: emergence of spatial-opponent cells.
    • 356
    • Highly Influential
    • PDF
    Quantitative studies of single-cell properties in monkey striate cortex. I. Spatiotemporal organization of receptive fields.
    • 485
    • Highly Influential
    • PDF