Criticality-driven evolution of adaptable morphologies of voxel-based soft-robots
The paradigm of voxel-based soft robots has allowed to shift the complexity from the control
algorithm to the robot morphology itself. The bodies of voxel-based soft robots are extremely …
algorithm to the robot morphology itself. The bodies of voxel-based soft robots are extremely …
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards …
Although deep learning has recently increased in popularity, it suffers from various problems
including high computational complexity, energy greedy computation, and lack of scalability …
including high computational complexity, energy greedy computation, and lack of scalability …
A Sensitivity Analysis of Cellular Automata and Heterogeneous Topology Networks: Partially-Local Cellular Automata and Homogeneous Homogeneous Random …
TE Glover, R Jahren, F Martinuzzi, PG Lind… - arXiv preprint arXiv …, 2024 - arxiv.org
Elementary Cellular Automata (ECA) are a well-studied computational universe that is,
despite its simple configurations, capable of impressive computational variety. Harvesting …
despite its simple configurations, capable of impressive computational variety. Harvesting …
On restricting real-valued genotypes in evolutionary algorithms
Real-valued genotypes together with the variation operators, mutation and crossover,
constitute some of the fundamental building blocks of Evolutionary Algorithms. Real-valued …
constitute some of the fundamental building blocks of Evolutionary Algorithms. Real-valued …
On artificial life and emergent computation in physical substrates
In living systems, we often see the emergence of the ingredients necessary for computation--
the capacity for information transmission, storage, and modification--begging the question of …
the capacity for information transmission, storage, and modification--begging the question of …
[PDF][PDF] Bridging the computational gap: From biological to artificial substrates
K Heiney, OH Ramstad, S Pontes-Filho… - … on Theoretical and …, 2021 - researchgate.net
As digital computing technology advancements accelerate, we are approaching some major
impasses in what we can achieve (Jaeger, 2020). We demand more and more computing …
impasses in what we can achieve (Jaeger, 2020). We demand more and more computing …