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Complexity, BioComplexity, the Connectionist Conjecture and Ontology of Complexity\ud [PDF]

open access: yes, 2009
This paper develops and integrates major ideas and concepts on complexity and biocomplexity - the connectionist conjecture, universal ontology of complexity, irreducible complexity of totality & inherent randomness, perpetual evolution of information,
Mukherjee, Mr. Debaprasad
core  

On Spin-Glass Complexity

open access: yes, 2003
We study the quenched complexity in spin-glass mean-field models satisfying the Becchi-Rouet-Stora-Tyutin supersymmetry. The outcome of such study, consistent with recent numerical results, allows, in principle, to conjecture the absence of any ...
A. Crisanti   +7 more
core   +1 more source

Predictability, complexity and learning

open access: yes, 2001
We define {\em predictive information} $I_{\rm pred} (T)$ as the mutual information between the past and the future of a time series. Three qualitatively different behaviors are found in the limit of large observation times $T$: $I_{\rm pred} (T)$ can ...
Bialek, William   +2 more
core   +7 more sources

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