On Artificial Life and Emergent Computation in Physical Substrates

no code implementations • 9 Sep 2020 • Kristine Heiney, Gunnar Tufte, Stefano Nichele

We conclude with a philosophical discussion on what we can learn from approaching computation with the curiosity inherent to the study of artificial life.

Artificial Life Distributed Computing

A general representation of dynamical systems for reservoir computing

1 code implementation • 3 Jul 2019 • Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello, Ioanna Sandvig, Gunnar Tufte, Stefano Nichele

The advantages of such implementation are its usage on specialized and optimized deep learning libraries, the capabilities to generalize it to other types of networks and the possibility to evolve cellular automata and other dynamical systems in terms of connectivity, update and learning rules.