FIRNet Demo 3 -- Laser Intensity Pulsations

• Input data set has 1000 real vectors
• Data is from Santa Fe Time Series Prediction and Analysis Competition
• FIR network was trained on first 900 points and used to predict last 100
• Points were scaled to zero mean and unit variance before training
• Network had 3 layers with 1:12:12:1 nodes and 25:5:5 taps
• Trained for 90000 epochs with a variable training rate (0.01 to 0.0001)

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