Memory Capacity of Input-Driven Echo State Networks at the Edge of Chaos
Memory Capacity of Input-Driven Echo State Networks at the Edge of Chaos
P. Barančok,I. Farkaš
2014 · DOI: 10.1007/978-3-319-11179-7_6
International Conference on Artificial Neural Networks · 25 Citations
TLDR
This paper takes a closer look at short-term memory capacity, introduced by Jaeger in case of echo state networks, and investigates the effect of reservoir sparsity in this context.