Scaling and complexity in landscape ecology
Landscapes and the ecological processes they support are inherently complex systems, in
that they have large numbers of heterogeneous components that interact in multiple ways …
that they have large numbers of heterogeneous components that interact in multiple ways …
Information processing in living systems
Life depends as much on the flow of information as on the flow of energy. Here we review
the many efforts to make this intuition precise. Starting with the building blocks of information …
the many efforts to make this intuition precise. Starting with the building blocks of information …
JIDT: An information-theoretic toolkit for studying the dynamics of complex systems
JT Lizier - Frontiers in Robotics and AI, 2014 - frontiersin.org
Complex systems are increasingly being viewed as distributed information processing
systems, particularly in the domains of computational neuroscience, bioinformatics, and …
systems, particularly in the domains of computational neuroscience, bioinformatics, and …
An information‐theoretic primer on complexity, self‐organization, and emergence
Abstract Complex Systems Science aims to understand concepts like complexity, self‐
organization, emergence and adaptation, among others. The inherent fuzziness in complex …
organization, emergence and adaptation, among others. The inherent fuzziness in complex …
A primer for model selection: The decisive role of model complexity
Selecting a “best” model among several competing candidate models poses an often
encountered problem in water resources modeling (and other disciplines which employ …
encountered problem in water resources modeling (and other disciplines which employ …
Local measures of information storage in complex distributed computation
Information storage is a key component of intrinsic distributed computation. Despite the
existence of appropriate measures for it (eg excess entropy), its role in interacting with …
existence of appropriate measures for it (eg excess entropy), its role in interacting with …
The organization of intrinsic computation: Complexity-entropy diagrams and the diversity of natural information processing
DP Feldman, CS McTague… - Chaos: An Interdisciplinary …, 2008 - pubs.aip.org
Intrinsic computation refers to how dynamical systems store, structure, and transform
historical and spatial information. By graphing a measure of structural complexity against a …
historical and spatial information. By graphing a measure of structural complexity against a …
[图书][B] The local information dynamics of distributed computation in complex systems
JT Lizier - 2012 - books.google.com
The nature of distributed computation in complex systems has often been described in terms
of memory, communication and processing. This thesis presents a complete information …
of memory, communication and processing. This thesis presents a complete information …
Neurosciences and wireless networks: The potential of brain-type communications and their applications
This paper presents the first comprehensive tutorial on a promising research field located at
the frontier of two well-established domains, neurosciences and wireless communications …
the frontier of two well-established domains, neurosciences and wireless communications …
A bias–variance trade-off governs individual differences in on-line learning in an unpredictable environment
Decisions often benefit from learned expectations about the sequential structure of the
evidence. Here we show that individual differences in this learning process can reflect …
evidence. Here we show that individual differences in this learning process can reflect …