Algorithmic Dynamics Lab
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INTERNATIONAL CONFERENCE
​
AUTOMATA 2020

www.automata2020.com
​Special Session on Algorithmic Information Dynamics
Supported by Oxford Immune Algorithmics, the Algorithmic Dynamics Lab hosted the 26th International Workshop on Cellular Automata and Discrete Complex Systems AUTOMATA 2020 in Stockholm Sweden (and online), held on 10-12th August 2020.​
Brief introduction to Algorithmic Information Dynamics
Dr. Hector Zenil
Oxford Immune Algorithmics & Algorithmic Dynamics Lab, Oxford
Algorithmic Information Dynamics and Algorithmic Complex Networks
Dr. Felipe Abrahao
National Laboratory for Scientific Computing (LNCC), Brazil 
Algorithmic Information Dynamics in Machine Learning
Dr. Santiago Hernández-Orozco and Dr. Jürgen Riedel
Oxford Immune Algorithmic and Algorithmic Nature Group, LABORES
Block Decomposition Method and Traditional Machine Learning for
​Epileptic Seizure Prediction

Dr. Victor Iapascurta
​State University of Medicine and Pharmacy, Moldova
Automacoin, a cryptocurrency for Algorithmic Information Dynamics
Cameron Sajedi and Martin Lind
Automacoin Foundation

Prof. Jesper Tegnér discusses some aspects of Algorithmic Information Dynamics
​Towards an AI scientist Foundation machine learning of causality inspired from and applied to living systems
At the Machine Learning Hub at KAUST



ONLINE COURSE
​
ALGORITHMIC INFORMATION DYNAMICS: FROM NETWORKS TO CELLS

In Biological and Artificial Evolving Systems
(Hosts: Hector Zenil and Narsis Kiani)

We have closed the first course on Algorithmic Information Dynamics---A Computational Approach to Causality and Molecular Biology: From Complex Networks to Reprogramming Cells​. More than 1200 students were enrolled and 10% of them remained engaged to the point of pursuing independent projects and becoming AID ambassadors. Our Google Group has 144 members with very active people.
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Module dependencies of the course and of the new field of Algorithmic Information Dynamics.
You can start watching and following the course (for free) online here!

MINI WORKSHOP
​CAUSALITY, COMPUTATION, ALGORITHMIC INFORMATION, & DYNAMICAL SYSTEMS

In Biological and Artificial Evolving Systems
(Hosts: Hector Zenil and Narsis Kiani)

A mini workshop on causality based upon cellular automata modelling and simulation of boolean
networks guided by information theory and algorithmic complexity in applications to artificial
​and biological systems.

Date: Sunday June 11, 2017
Place: VIP room L8:05, CMM, KI, Stockholm, Sweden


Programme
10:30
Welcome and Introduction
Hector Zenil

Introduction to Computation, and Causality: Information Dynamics
Hector Zenil and Narsis Kiani (AlgoDynLab/CompMed/KI, Algorithmic Nature)
10:40 AM

Computability and Dynamic Evolving Systems
Santiago Hernandez (UNAM, AlgoDynLab/KI, Algorithmic Nature)
11:30 AM

Lunch: 12:15 - 12:45

Boolean Network Simulation-guided ODE Model Reconstruction of Multiple Sclerosis
Liu Weilong (KI, AlgoDynLab, CompMed)
12:45 PM

Observer-dependent and Automata-based Model Inference of Boolean Networks
Yanbo Zhang (UTC, AlgoDynLab)
1:20 PM

Cellular Automata and Open-ended Evolution, Past and Future Directions
Alyssa Adams (Microsoft Cambridge/Arizona State U./Algorithmic Nature)
2:00 PM

Automata and Causal Networks
Jurgen Riedel (Algorithmic Nature/AlgoDynLab)
2:45 PM


​
Participants
​
  • Alyssa Adams (Microsoft/ASU/Algorithmic Nature)
  • Santiago Hernandez (UNAM/Algorithmic Nature/AlgoDynLab, KI)
  • Yanbo Zhang (UTC China/AlgoDynLab, KI)
  • Jurgen Riedel (Algorithmic Nature/AlgoDynLab)
  • Liu Weilong (AlgoDynLab, KI)
  • Jesper Tegnér (KAUST/CompMed, KI)
  • Narsis Kiani (AlgoDynLab, CompMed, KI/Algorithmic Nature)
  • Hector Zenil (AlgoDynLab, CompMed, KI/Algorithmic Nature)

Workshop pictures:
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