How much is the entropy of the celebA dataset or the MNIST dataset ?

I want to know the value of the entropy of the celebA dataset or the MNIST dataset. I need it later for comparison purposes. Thank you in advance.

11 December 2018 7,937 4 View

How fitting a keras model work in term of Tensorflow graph ?

Hi , I have implemented a custom Loss function using Tensorflow operations. I tested it and it was working fine. However, when I wanted to add this loss to my VAE model and then fit the model, I...

08 September 2018 7,912 1 View

Disentangled Variational Autoencoders are not regenerating accurate input matrices ?

I am working on regenerating matrices. Those matrices represent 6 by 6 grid layouts. They contain values that show how the grid can be divided. So , I am using disentangled variational...

07 August 2018 5,822 8 View

Is anyone know the physical explanation of the ROC curves for the energy detector algorithm ?

the graph of the probability of detection versus the probability of false alarm. I have implemented the algorithm of the energy detector in matlab and to plot the probability of detection in...

05 June 2016 4,083 6 View

Did someone simulate the cyclostationary spectrum sensing algorithm to calculate the probability of detection on matlab ?

I have made a program that calculate the maximum of the correlation spectral density and compare it with a threshold.this algorithm use the approach of the FFT accumulation method (FAM).the...

04 May 2016 4,936 7 View

Could NI Labview help me simulating the energy based spectrum sensing algorithm? Is there any example of some simulation on labview ?

Actually , I want to simulate energy based spectrum sensing for cognitive radio then implement it on the platform NI USRP 2900.

04 May 2016 3,714 5 View

Which SDR platform (USRP B200 or RTL-SDR) do I need for implementing energy-detection based spectrum sensing ?

Actually , I need to test the performance ,capabilities of Software defined radio and cognitive radio modules (spectrum sensing algorithms) on an USRP platform.Then depending on the results I want...

03 April 2016 8,225 7 View

Does Quantize pooling or Quantization pooling exist as post processing image transformation ?

Hi All, I am using variational autoencoders as machine learning model for UI layout generation. Those UI layouts are given as images (matrices) to the machine learning model as input. The problem...

01 January 1970 6,808 4 View

Why Variational autoencoders perform bad when they have as input training data only 1 sample ?

The concept behind using autoencoders is to regenerate or replicate the same input. I have as input a 6By6 matrix that represent a grid layout image. I used as training and testing data for...

01 January 1970 1,784 15 View

What is the most Operating System (OS) which can be INSTALL on Tiny hard devices like Raspberry Pi (RPi) hardware ?

I'm targeting to deploy a mesh network and manually configure MANET routing protocols. I'm preparing scenarios, architectures, and hard devices needed to do that. Are there some step-by-step...

03 March 2021 1,931 5 View

Is there a powerful system for the security of the systems distributed on IoT systems?

Is there a powerful system for the security of the systems distributed on IoT systems?

02 March 2021 3,858 10 View

How to choose ANN number of hidden layers and nodes?

Hello, Could you please share any interesting research explaining how to choose the number of hidden layers and nodes per layer in case of regression problems using ANN? Thank you, any help would...

01 March 2021 6,200 3 View

Unknown debris sheets observed in cell culture flasks?

Hi, We culture neural progenitor cells in T175 culture flasks coated with PLO-Laminin. We have successfully grown these cells with our protocol for months. Recently, we observed large sheets...

25 February 2021 3,443 4 View

How to sample data to increase presence of solar panels in the images?

I am working on creating deep neural network on geospatial dataset and wanted to know how to do the sampling so that I can increase the presence of solar panels in the images. I cannot use entire...

25 February 2021 3,936 6 View

Satellite orbit estimation using Recurrent Neural Network - what should I use?

Hello, I am a master's student studying in Yonsei Univeristy, Korea. I am trying to estimate the state of satellite, using Neural Network. Below is a simple flow of my study. 1. Train (t0 ~ t1)...

23 February 2021 6,383 3 View

Any methods to train a neural network with random (stochastic) and non-measurable variable?

Dear scholars, I was wondering if there are any scientific methods to train a neural network or ANFIS when one of the input variables is stochastic (random) and more importantly non-measurable?...

17 February 2021 1,909 3 View

Does anyone know what are the pros and cons for using autoencoders instead of CNNs for features extraction in neural networks?

Are there papers that talk about the possible advantages and disadvantages of using autoencoders instead of CNNs for feature extraction in neural network?

15 February 2021 6,952 3 View

What are the popular techniques for pre-processing measurement data in Smart Grid/Power System?

The data collected from various measurement devices often contains erroneous values - such as noise, missing values, etc. What are the popular techniques for pre-processing measurement data in...

14 February 2021 4,642 2 View

What are backpropagation formulas for residual neural networks?

14 February 2021 4,194 3 View