Investigating Rules and Parameters of Reservoir Computing with Elementary Cellular Automata, with a Criticism of Rule 90 and the Five-Bit Memory Benchmark.
Tom Eivind GloverPedro G. LindAnis YazidiEvgeny OsipovStefano NichelePublished in: Complex Syst. (2023)
Keyphrases
- cellular automata
- rule sets
- reservoir computing
- association rules
- cellular automaton
- classification rules
- production rules
- rule discovery
- rule learning
- cellular automata model
- rule language
- recurrent neural networks
- chaotic dynamics
- lattice gas
- pattern formation
- path planner
- rule mining
- active databases
- traffic flow
- potts model
- reaction diffusion
- predator prey
- cellular automaton model
- efficient implementation
- discrete dynamical systems