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How do we update the parameters (weights) in recurrent neural networks?

In RNNs, how do we update the weights? I have following understanding of RNNs: Parameters are shared across all time-steps, i.e., $$S_t = \tanh(U X_t + W S_{t-1} )$$ $$Y_k = \text{softmax}(V S_t)$$ ...
Mins's user avatar
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1 vote
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What mathematical background do I need to do research in field of deep learning

I am familiar with few deep learning models and I understand how (little bit why) CNN/RNN works. But I still cannot make sense of new research papers. I want to dive deeper into field of deep learning ...
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1 answer
868 views

Neural Network - Classification from Time series

I'm a .Net programmer who is fairly new to neural networks, but I know some of the concepts. I have connected .Net to my copy of Mathematica 10 This is a classification Our business problem is ...
toddmo's user avatar
  • 103