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No change to structure except enabling/disabling the WASM...
Here's the (slow) JS version training:
![image](https://user-images.githubusercontent.com/865416/37796520-83d2b3da-2de5-11e8-9b2f-749fe…
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The standard implementation of LSTM and GRU initialises the biases to zero.
The referenced literature [Supervised sequence labeling with recurrent neural networks](https://pdfs.semanticscholar.org/…
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Maybe there is a convention on the field but I don't know, so at the beginning there is no h_{-1}, how do we compute c_{0}? or simply to get h0, what is h_{-1},a0,f0? I feel you didn't mention this on…
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I am running an LSTM encoder/decoder framework as specified in the paper "Deep and confident prediction for time series at Uber". I'm having trouble getting the Monte Carlo dropout to work. I have rea…
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Thanks for your wonderful work!
I get some questions about your work,
1, why not combine 'build_model' and 'build_sampler' together? 'loss' and 'sampled_label_index_list' both are generated by lo…
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Throughout our initial review of papers, our guiding question has been: _What would need to be true for deep learning to transform how we categorize, study, and treat individuals to maintain or restor…
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I've tried to implement a deep LSTM network and tested it on an autoencoder task in recovering audio magnitude spectrogram. At first I set the number of frames in spectrogram (i.e. time step in LSTM) …
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I'm trying to write some better examples for RNN and LSTM, but ran into some snags and decided to start very simply. In short, my LSTM networks were taking forever to train in my projects, so I went b…
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"골빈해커의 3분 딥러닝" 책 아주 잘 보고 있습니다.
책 피드백을 여기다 하는 것이 적절하지 않다면 다른 곳을 알려주세요.
그림4-2 실제 뉴런과 인공 뉴런
활성화함수 동작은 세포체 내에서 이루어지는 것으로 알고 있습니다. 가지돌기에서 입력x를 받고, 그것에 가중치를 곱하고 바이어스를 더하는 부분역시 기지돌기와 신경세포체 내의 활동으로 알고 있…
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A good starting point is [this tutorial](https://ujjwalkarn.me/2016/08/09/quick-intro-neural-networks/).
It's quite short, so maybe not the easiest to follow, but a good overview of neural network ba…