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arxiv: 1603.04607 · v1 · pith:YGYY6RLUnew · submitted 2016-03-15 · 🌊 nlin.AO · q-bio.NC

Auditory power-law activation-avalanches exhibit a fundamental computational ground-state

classification 🌊 nlin.AO q-bio.NC
keywords power-lawbiologicalfundamentalground-stateinformationprocessingsizesound
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The cochlea provides a biological information-processing paradigm that we only begin to under- stand in its full complexity. Our work reveals an interacting network of strongly nonlinear dynami- cal nodes, on which even simple sound input triggers subnetworks of activated elements that follow power-law size statistics ('avalanches'). From dynamical systems theory, power-law size distribu- tions relate to a fundamental ground-state of biological information processing. Learning destroys these power laws. These results strongly modify the models of mammalian sound processing and provide a novel methodological perspective for understanding how the brain processes information.

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