Binaural coincidence detection is essential for the localization of external sounds and requires auditory signal processing with high temporal precision. We present an integrateand-fire model of spike processing in the third order nucleus laminaris of the auditory pathway of the barn owl. Each input spike generates an excitatory postsynaptic potential with a width of 250 ?s. Output spikes occur with a tenfold enhanced temporal precision. This is possible since neuronal connections are fine tuned during a critical period of development as has been suggested by recent experiments. This rule does not only explain the temporal presicion in the output, but causes also a tuning to interaural time difference. The learning rule is of the Hebbian type: A synaptic weight is increased if a presynaptic spike arrives at about the same time as or slightly before postsynaptic firing. A presynaptic spike arriving after postsynaptic firing leads to a decrease of the synaptic efficacy.
CITATION STYLE
Gerstner, W., Kempter, R., van Hemmen, J. L., & Wagner, H. (1997). A Developmental Learning Rule for Coincidence Tuning in the Barn Owl Auditory System. In Computational Neuroscience (pp. 665–669). Springer US. https://doi.org/10.1007/978-1-4757-9800-5_103
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