FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting

<div>Simulation and experimental results of the mean square error (MSE) for the optimum reservoir configuration. The performance is represented for different evaluation periods. The estimated deterministic error is also given as a reference.</div>

Computational Intelligence and Neuroscience

fig15

Figure 15

Figure 15: FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting 