Publication: Conservation laws by virtue of scale symmetries in neural systems
Conservation laws by virtue of scale symmetries in neural systems
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Fagerholm, E. D., Foulkes, W. M. C., Gallero-Salas, Y., Helmchen, F., Friston, K. J., Moran, R. J., & Leech, R. (2020). Conservation laws by virtue of scale symmetries in neural systems. PLoS Computational Biology, 16, e1007865. https://doi.org/10.1371/journal.pcbi.1007865
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In contrast to the symmetries of translation in space, rotation in space, and translation in time, the known laws of physics are not universally invariant under transformation of scale. However, a special case exists in which the action is scale invariant if it satisfies the following two constraints: 1) it must depend upon a scale-free Lagrangian, and 2) the Lagrangian must change under scale in the same way as the inverse time, [Formula: see text]. Our contribution lies in the derivation of a generalised Lagrangian, in the form of a
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Fagerholm, E. D., Foulkes, W. M. C., Gallero-Salas, Y., Helmchen, F., Friston, K. J., Moran, R. J., & Leech, R. (2020). Conservation laws by virtue of scale symmetries in neural systems. PLoS Computational Biology, 16, e1007865. https://doi.org/10.1371/journal.pcbi.1007865