Auditory power-law activation-avalanches exhibit a fundamental computational ground-state
Adaptation and Self-Organizing Systems
2016-08-03 v1 Neurons and Cognition
Abstract
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.
Cite
@article{arxiv.1603.04607,
title = {Auditory power-law activation-avalanches exhibit a fundamental computational ground-state},
author = {Ruedi Stoop and Florian Gomez},
journal= {arXiv preprint arXiv:1603.04607},
year = {2016}
}
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