• DOI:10.1080/net.12.3.289.316
Corpus ID: 199667772

Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli

@article{Theunissen2001EstimatingSR,
  title={Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli},
  author={F. Theunissen and S. David and N. C. Singh and A. Hsu and W. Vinje and J. Gallant},
  journal={Network: Computation in Neural Systems},
  year={2001},
  volume={12},
  pages={289 - 316}
}

• F. Theunissen, S. David, +3 authors J. Gallant
• Published 2001
• Mathematics
• Network: Computation in Neural Systems

We present a generalized reverse correlation technique that can be used to estimate the spatio-temporal receptive fields (STRFs) of sensory neurons from their responses to arbitrary stimuli such as auditory vocalizations or natural visual scenes. The general solution for STRF estimation requires normalization of the stimulus-response cross-correlation by the stimulus auto-correlation matrix. When the second-order stimulus statistics are stationary, normalization involves only the diagonal… Expand

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