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

<div>General architecture of RC systems. All connections in the reservoir are randomly chosen and kept fixed except for the ones that couple the reservoir on the output layer (dashed arrows).</div>

Computational Intelligence and Neuroscience

fig1

Figure 1

Figure 1: FPGA-Based Stochastic Echo State Networks for Time-Series Forecasting 