Archives for exploding gradient

27 Aug

What Are The Challenges Of Training Recurrent Neural Networks?

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The traditional feed-forward neural networks are not good with time-series data and other sequences or sequential data. This data can be something as volatile as stock prices or a continuous video stream from an on-board camera of an autonomous car. Handling time series data is where RNNs excel. They were designed to grasp the information…

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