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I am trying to add MLP layer to DBN that can use final parameters of DBN model as Input for MLP model. I am new to python so am not well versed with its input and output processes. Any help is welcome.

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  • $\begingroup$ Please spell out your acronyms. What are "MLP" & "DBN"? What are you asking for here? Are you asking for Python code? $\endgroup$ – gung Aug 23 '15 at 20:47
  • $\begingroup$ I think he means "Multi-Layer Perceptron" and "Dynamic Bayesian Network" but the question is incomplete. $\endgroup$ – Digio Aug 24 '15 at 9:31
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Do you mean add Multilayer Perceptron(MLP) at the top of Deep Belief Network(DBN)?

Here is a paper has produced electricity load forecasting using Restricted Boltzman Machines (RBM) for pretraining process and the outputs from RBM used to train MLP DNN for load forecast.

A similar technique uses Support Vector Regression instead DBN SVR.

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  • $\begingroup$ Could you please provide a full reference / citation (eg listing author, date, title, journal etc) rather than just bare links? That way if the locations of the papers online were to change, future readers can still track them down. $\endgroup$ – Silverfish Apr 26 '16 at 7:26
  • $\begingroup$ sure.. my pleasure.. title: Forecast chaotic time series data by DBNs author: Takashi Kuremoto published in:Image and Signal Processing (CISP), 2014 7th International Congress on $\endgroup$ – Hendrik Tampubolon Apr 27 '16 at 7:05
  • $\begingroup$ title: Time Series Prediction Using DBN and ARIMA author: Takaomi Hirata Published in: Computer Application Technologies (CCATS), 2015 International Conference on. *title:**Deep neural network based load forecast author:Wan He published in: COMPUTER MODELLING & NEW TECHNOLOGIES 2014 18(3) 258-262 **title:**Ensemble deep learning for regression and time series forecasting author:Xueheng Qiu Published in: Computational Intelligence in Ensemble Learning (CIEL), 2014 IEEE Symposium on $\endgroup$ – Hendrik Tampubolon Apr 27 '16 at 7:17
  • $\begingroup$ for practical guide here link $\endgroup$ – Hendrik Tampubolon Apr 27 '16 at 7:24

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