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The Intrinsic Cause-Effect Power of Discrete Dynamical Systems—From Elementary Cellular Automata to Adapting Animats

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Universality and complexity in cellular automata
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Computation at the edge of chaos: Phase transitions and emergent computation
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New aspects of symmetry of elementary cellular automata
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Theory of cellular automata: A survey
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What is Life?
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The Earth Mover's Distance as a Metric for Image Retrieval
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Mathematical Games
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A full computation-relevant topological dynamics classification of elementary cellular automata
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Quantifying causal emergence shows that macro can beat micro
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Measures of degeneracy and redundancy in biological networks
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Modeling and Simulation of Genetic Regulatory Systems: A Literature Review
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The principles of collective animal behaviour
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Thermodynamics of Prediction
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Undecidability and intractability in theoretical physics
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On generative morphological diversity of elementary cellular automata
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Fast and robust Earth Mover's Distances
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Predictive information and explorative behavior of autonomous robots
inferredcites →https://doi.org/10.1142/s0218127402006333openalex-snapshot
A NONLINEAR DYNAMICS PERSPECTIVE OF WOLFRAM'S NEW KIND OF SCIENCE PART I: THRESHOLD OF COMPLEXITY
inferredcites →https://doi.org/10.1142/s0218127413501599openalex-snapshot
ASYMPTOTIC BEHAVIOR AND RATIOS OF COMPLEXITY IN CELLULAR AUTOMATA
inferredcites →https://doi.org/10.1162/089976601753195969openalex-snapshot
Predictability, Complexity, and Learning
inferredcites →https://doi.org/10.1162/neco_a_00475openalex-snapshot
The Evolution of Representation in Simple Cognitive Networks
inferredcites →https://doi.org/10.1177/1059712303114001openalex-snapshot
The Dynamics of Active Categorical Perception in an Evolved Model Agent
inferredcites →https://doi.org/10.1371/journal.pcbi.1002236openalex-snapshot
Integrated Information Increases with Fitness in the Evolution of Animats
inferredcites →https://doi.org/10.1371/journal.pcbi.1003588openalex-snapshot
From the Phenomenology to the Mechanisms of Consciousness: Integrated Information Theory 3.0
inferredcites →https://doi.org/10.1371/journal.pcbi.1003966openalex-snapshot
Evolution of Integrated Causal Structures in Animats Exposed to Environments of Increasing Complexity
inferredcites →https://doi.org/10.2307/2005041openalex-snapshot
Theory of Self-Reproducing Automata
inferredcites →https://doi.org/10.2307/j.ctvjghw98openalex-snapshot
Evolutionary Dynamics
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Integrated information theory
inferredcites →https://doi.org/10.48550/arxiv.1405.4322openalex-snapshot
Leveraging Evolutionary Search to Discover Self-Adaptive and Self-Organizing Cellular Automata
inferredcites →https://doi.org/10.5167/uzh-75357openalex-snapshot
A full computation-relevant topological dynamics classification of elementary cellular automata
inferredcites →https://doi.org/10.7551/978-0-262-32621-6-ch083openalex-snapshot
Self-Referencing Cellular Automata: A Model of the Evolution of Information Control in Biological Systems
inferredcites →https://doi.org/10.7551/mitpress/2526.001.0001openalex-snapshot
Dynamical Systems in Neuroscience

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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A Tale of Two Animats: What Does It Take to Have Goals?
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How Physical Information Underlies Causation and the Emergence of Systems at all Biological Levels
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The Cognitome: Seeking the Fundamental Neuroscience of a Theory of Consciousness
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Is Target-Based Drug Discovery Efficient? Discovery and “Off-Target” Mechanisms of All Drugs
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Causal reductionism and causal structures
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The ambiguous feeling between “mine” and “not-mine” measured by integrated information theory during rubber hand illusion
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Information structure of heterogeneous criticality in a fish school
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Can the macro beat the micro? Integrated information across spatiotemporal scales
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How causal analysis can reveal autonomy in models of biological systems
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The evolutionary functions of consciousness
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Variations in the Value of Integrated Information Theory Estimated from Hippocampal Neural Activity During Acquisition of Operant Behavior in Rats
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Towards information based spatiotemporal patterns as a foundation for agent representation in dynamical systems
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