Literature DB >> 18202880

External and internal complexity of complex adaptive systems.

Jürgen Jost1.   

Abstract

We introduce concepts of external and internal complexity to analyze the relation between an adaptive system and its environment. We apply this theoretical framework to the construction of models in a cognitive system and the selection between hypotheses through selective observations performed on a data set in a recurrent process and propose a corresponding neural network architecture.

Year:  2004        PMID： 18202880     DOI： 10.1016/j.thbio.2003.10.001

Source DB:  PubMed          Journal:  Theory Biosci        ISSN： 1431-7613            Impact factor:   1.919


  3 in total

Review 1.  On the computational architecture of the neocortex. I. The role of the thalamo-cortical loop.

Authors:  D Mumford
Journal:  Biol Cybern       Date:  1991       Impact factor: 2.086

2.  From basic network principles to neural architecture: emergence of spatial-opponent cells.

Authors:  R Linsker
Journal:  Proc Natl Acad Sci U S A       Date:  1986-10       Impact factor: 11.205

3.  Neural networks and physical systems with emergent collective computational abilities.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1982-04       Impact factor: 11.205
  3 in total
  5 in total

1.  Non-cooperative game theory in biology and cooperative reasoning in humans.

Authors:  Alihan Kabalak; Elena Smirnova; Jürgen Jost
Journal:  Theory Biosci       Date:  2015-06-03       Impact factor: 1.919

2.  Editorial: Inference, Causality and Control in Networks of Dynamical Systems: Data Science and Modeling Perspectives to Network Physiology With Implications for Artificial Intelligence.

Authors:  Paul Bogdan; Plamen Ch Ivanov; Sergio Pequito
Journal:  Front Physiol       Date:  2022-05-11       Impact factor: 4.755

3.  Relations and dependencies between morphological characters.

Authors:  Jürgen Jost
Journal:  Theory Biosci       Date:  2017-05-31       Impact factor: 1.919

4.  A Statistical Physics Characterization of the Complex Systems Dynamics: Quantifying Complexity from Spatio-Temporal Interactions.

Authors:  Hana Koorehdavoudi; Paul Bogdan
Journal:  Sci Rep       Date:  2016-06-14       Impact factor: 4.379

5.  Knowledge.

Authors:  Jürgen Jost
Journal:  Theory Biosci       Date:  2017-02-22       Impact factor: 1.919
  5 in total

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