Publications (70)
Algorithmic Complexity and Reprogrammability of Chemical Structure Networks
Hector Zenil, Narsis A. Kiani, Ming-Mei Shang +1
An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems
Hector Zenil, Narsis A. Kiani, Francesco Marabita +5
Predictive Systems Toxicology
Narsis A. Kiani, Ming-Mei Shang, Hector Zenil +1
Slime mould: the fundamental mechanisms of cognition
Jordi Vallverdu, Oscar Castro, Richard Mayne +7
Coding-theorem Like Behaviour and Emergence of the Universal Distribution from Resource-bounded Algorithmic Probability
Hector Zenil, Liliana Badillo, Santiago Hernández-Orozco +1
Some Computational Aspects of Essential Properties of Evolution and Life
Hector Zenil, James A. R. Marshall
Causality, Information and Biological Computation: An algorithmic software approach to life, disease and the immune system
Hector Zenil, Angelika Schmidt, Jesper Tegnér
Low Algorithmic Complexity Entropy-deceiving Graphs
Hector Zenil, Narsis Kiani, Jesper Tegnér
Undecidability and Irreducibility Conditions for Open-Ended Evolution and Emergence
Santiago Hernández-Orozco, Francisco Hernández-Quiroz, Hector Zenil
Algorithmic complexity for psychology: A user-friendly implementation of the coding theorem method
Nicolas Gauvrit, Henrik Singmann, Fernando Soler-Toscano +1
Quantifying Loss of Information in Network-based Dimensionality Reduction Techniques
Hector Zenil, Narsis A. Kiani, Jesper Tegnér
Un metodo estable para la evaluacion de la complejidad algoritmica de cadenas cortas
Hector Zenil, Jean-Paul Delahaye
Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism
Hector Zenil, Narsis A. Kiani, Allan A. Zea +1
Reprogramming Matter, Life, and Purpose
Hector Zenil
On the Complexity and Behaviour of Cryptocurrencies Compared to Other Markets
Daniel Wilson-Nunn, Hector Zenil
Correspondence and Independence of Numerical Evaluations of Algorithmic Information Measures
Fernando Soler-Toscano, Hector Zenil, Jean-Paul Delahaye +1
On complexity of post-processing in analyzing GATE-driven X-ray spectrum
Neda Gholami, Mohammad Mahdi Dehshibi, Mahmood Fazlali +3
Algorithmic Data Analytics, Small Data Matters and Correlation versus Causation
Hector Zenil
An Algorithmic Approach to Information and Meaning
Hector Zenil
Numerical Investigation of Graph Spectra and Information Interpretability of Eigenvalues
Hector Zenil, Narsis A. Kiani, Jesper Tegnér
Algorithmic Complexity for Short Binary Strings Applied to Psychology: A Primer
Nicolas Gauvrit, Hector Zenil, Jean-Paul Delahaye +1
Computer Runtimes and the Length of Proofs: On an Algorithmic Probabilistic Application to Waiting Times in Automatic Theorem Proving
Hector Zenil
On the Dynamic Qualitative Behaviour of Universal Computation
Hector Zenil
Calculating Kolmogorov Complexity from the Output Frequency Distributions of Small Turing Machines
Fernando Soler-Toscano, Hector Zenil, Jean-Paul Delahaye +1
An algorithmic information-theoretic approach to the behaviour of financial markets
Hector Zenil, Jean-Paul Delahaye
Exploring Programmable Self-Assembly in Non-DNA based Molecular Computing
German Terrazas, Hector Zenil, Natalio Krasnogor
Correlation of Automorphism Group Size and Topological Properties with Program-size Complexity Evaluations of Graphs and Complex Networks
Hector Zenil, Fernando Soler-Toscano, Kamaludin Dingle +1
Asymptotic Behaviour and Ratios of Complexity in Cellular Automata
Hector Zenil
Computation and Universality: Class IV versus Class III Cellular Automata
Genaro J. Martinez, Juan C. Seck-Tuoh-Mora, Hector Zenil
Towards a stable definition of Kolmogorov-Chaitin complexity
Jean-Paul Delahaye, Hector Zenil
HiDi: An efficient reverse engineering schema for large scale dynamic regulatory network reconstruction using adaptive differentiation
Yue Deng, Hector Zenil, Jesper Tégner +1
Empirical Encounters with Computational Irreducibility and Unpredictability
Hector Zenil, Fernando Soler-Toscano, Joost J. Joosten
The Information-theoretic and Algorithmic Approach to Human, Animal and Artificial Cognition
Nicolas Gauvrit, Hector Zenil, Jesper Tegnér
Très courte enquête sur l'extension non-triviale de la logique de propositions à la logique du premier et deuxième ordre
Hector Zenil
Quantifying Natural and Artificial Intelligence in Robots and Natural Systems with an Algorithmic Behavioural Test
Hector Zenil
Cross-boundary Behavioural Reprogrammability Reveals Evidence of Pervasive Universality
Jürgen Riedel, Hector Zenil
Natural scene statistics mediate the perception of image complexity
Nicolas Gauvrit, Fernando Soler-Toscano, Hector Zenil
On Universality in Real Computation
Hector Zenil
Complejidad descriptiva y computacional en maquinas de Turing pequenas
Joost J. Joosten, Fernando Soler-Toscano, Hector Zenil
Turing Patterns with Turing Machines: Emergence and Low-level Structure Formation
Hector Zenil
Rare Speed-up in Automatic Theorem Proving Reveals Tradeoff Between Computational Time and Information Value
Santiago Hernández-Orozco, Francisco Hernández-Quiroz, Hector Zenil +1
Program-Size Versus Time Complexity, Speed-Up and Slowdown Phenomena in Small Turing Machines
Joost J. Joosten, Fernando Soler-Toscano, Hector Zenil
Sloane's Gap. Mathematical and Social Factors Explain the Distribution of Numbers in the OEIS
Nicolas Gauvrit, Jean-Paul Delahaye, Hector Zenil
The World is Either Algorithmic or Mostly Random
Hector Zenil
A Computable Measure of Algorithmic Probability by Finite Approximations with an Application to Integer Sequences
Fernando Soler-Toscano, Hector Zenil
On the Algorithmic Nature of the World
Hector Zenil, Jean-Paul Delahaye
On the Kolmogorov-Chaitin Complexity for short sequences
Jean-Paul Delahaye, Hector Zenil
Wolfram's Classification and Computation in Cellular Automata Classes III and IV
Genaro J. Martinez, J. C. Seck-Tuoh-Mora, Hector Zenil
Interacting Behavior and Emerging Complexity
Alyssa Adams, Hector Zenil, Eduardo Hermo Reyes +1
Turing Minimalism and the Emergence of Complexity
Hector Zenil
Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems
Alyssa M Adams, Hector Zenil, Paul CW Davies +1
Rule Primality, Minimal Generating Sets, Turing-Universality and Causal Decomposition in Elementary Cellular Automata
Jürgen Riedel, Hector Zenil
Levels of Abstraction and the Apparent Contradictory Philosophical Legacy of Turing and Shannon
Hector Zenil
A Behavioural Foundation for Natural Computing and a Programmability Test
Hector Zenil
Numerical Evaluation of Algorithmic Complexity for Short Strings: A Glance into the Innermost Structure of Randomness
Jean-Paul Delahaye, Hector Zenil
Fractal dimension versus process complexity
Joost J. Joosten, Fernando Soler-Toscano, Hector Zenil
A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity
Hector Zenil, Santiago Hernández-Orozco, Narsis A. Kiani +2
On the possible Computational Power of the Human Mind
Hector Zenil, Francisco Hernandez-Quiroz
Introducing the Computable Universe
Hector Zenil
Asymptotic Intrinsic Universality and Reprogrammability by Behavioural Emulation
Hector Zenil, Jürgen Riedel
Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, and modularity
Santiago Hernández-Orozco, Narsis A. Kiani, Hector Zenil
Two-Dimensional Kolmogorov Complexity and Validation of the Coding Theorem Method by Compressibility
Hector Zenil, Fernando Soler-Toscano, Jean-Paul Delahaye +1
Algorithmic Information Dynamics of Persistent Patterns and Colliding Particles in the Game of Life
Hector Zenil, Narsis A. Kiani, Jesper Tegnér
Paths to Unconventional Computing: Causality in Complexity
Hector Zenil
Methods of Information Theory and Algorithmic Complexity for Network Biology
Hector Zenil, Narsis A. Kiani, Jesper Tegnér
Symmetry and Algorithmic Complexity of Polyominoes and Polyhedral Graphs
Hector Zenil, Narsis A. Kiani, Jesper Tegnér
Image Characterization and Classification by Physical Complexity
Hector Zenil, Jean-Paul Delahaye, Cedric Gaucherel
Evaluating Network Inference Methods in Terms of Their Ability to Preserve the Topology and Complexity of Genetic Networks
Narsis A. Kiani, Hector Zenil, Jakub Olczak +1
Compression-based investigation of the dynamical properties of cellular automata and other systems
Hector Zenil
What is Nature-like Computation? A Behavioural Approach and a Notion of Programmability
Hector Zenil