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Questions tagged [echo-state-network]

For questions related to the echo state network (ESN), which is a recurrent neural network with a sparsely connected hidden layer.

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What is the significance of this Stanford University "Financial Market Time Series Prediction with RNN's" paper?

Researchers at Stanford University released, in 2012, the paper Financial Market Time Series Prediction with Recurrent Neural Networks. It goes on to discuss how they used echo state networks to ...
BleedObsidian's user avatar
1 vote
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What inputs to give to a trained neural network?

Real beginner on neural networks here, so my apologies if the answer is obvious! I'm learning Echo State Neural networks for non-linear function modelling and I'm struggling to understand why ...
GKiu's user avatar
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1 vote
1 answer
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Why do we use a delay when feeding our input data to the echo state network?

I'm new to working with neural networks and have recently began implementing neural networks for time series forecasting in some of my work. I've been particularly using Echo State Networks and have ...
NNuser's user avatar
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