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Published in 2019 at "Chaos"
DOI: 10.1063/1.5092447
Abstract: We report that a genetic two-step activation cascade processes diverse flavors of information, e.g., synergy, redundancy, and unique information. Our computations measuring reduction in Shannon entropies and reduction in variances produce differently behaving absolute magnitudes…
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Keywords:
information;
multivariate information;
processing characterizes;
gene ... See more keywords
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Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2021.3125259
Abstract: In this letter, we propose a multivariate information minimization method that disentangles three or more latent representations. We show that control factors can be disentangled by minimizing interactive dependency, which can be expressed as a…
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Keywords:
multi;
information minimization;
information;
multivariate information ... See more keywords
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Published in 2022 at "Entropy"
DOI: 10.3390/e24070930
Abstract: The varied cognitive abilities and rich adaptive behaviors enabled by the animal nervous system are often described in terms of information processing. This framing raises the issue of how biological neural circuits actually process information,…
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Keywords:
information;
information processing;
information decomposition;
multivariate information ... See more keywords