Multivariate information processing characterizes fitness of a cascaded gene-transcription machinery.
Sign Up to like & getrecommendations! 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… read more here.
Keywords: information; multivariate information; processing characterizes; gene ... See more keywords
A Controllable Multi-Lingual Multi-Speaker Multi-Style Text-to-Speech Synthesis With Multivariate Information Minimization
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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… read more here.
Keywords: multi; information minimization; information; multivariate information ... See more keywords
Revealing the Dynamics of Neural Information Processing with Multivariate Information Decomposition
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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,… read more here.
Keywords: information; information processing; information decomposition; multivariate information ... See more keywords