Abdelwahab Afifi
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Content Feed
Question
How to plot heat map using MATLAB?
I have matrix with dimensions [4096, 181], I want to draw a heatmap for such matrix as in the following figure. How can i do so?...
1 month ago | 1 answer | 0
1
answerQuestion
Training Time delay Neural Network (tdnn) using Adam optimizer
I have built the following network using tdnn class in deep learning toolbox. Now I wanna train it using 'adam' optimizer. Is it...
3 months ago | 1 answer | 0
1
answerHow to "prune" a one hidden layer NN such that the off diagonal elements of the weights, that is, "net.IW{1}" and "net.LW{2}", are zeros?
https://uk.mathworks.com/help/deeplearning/ref/prune.html
5 months ago | 0
Question
How to train "timedelaynet" using "trainNetwork" function in Deep Learning Toolbox?
I have build a Time delay neural network and I wanna avoid use "train" function, and I want to train it using "trainNetwork" fun...
7 months ago | 0 answers | 0
0
answersQuestion
Training Time delay neural networks with Parallel and GPU Computing ?
I’m trying to speed up the training of my 'timedelaynet' by using the GPU support that ÷ get from the parallel computing toolb...
7 months ago | 1 answer | 0
1
answerQuestion
How to run Python script in MATLAB?
I'm trying to run python script using MATLAB The python script code.py is used for Saving Model Weights and Architecture Togeth...
8 months ago | 1 answer | 0
1
answerQuestion
How to generate wide band OFDM signal using signal aggregation method?
I'm able to genrate OFDM signal with BW=20 MHz as shown in the following figure I wanna build wide band OFDM signal by signal...
10 months ago | 1 answer | 0
1
answerQuestion
How to control the stopband attenuation of the resample function ?
I'm using resample function to upsample my data. I need to increase the stop band attenuation to improve the Adjacent channel po...
11 months ago | 1 answer | 0
1
answerQuestion
How can I edit Live editor sheet when I access MATLAB remotely?
I use Chrome Remote Desktop to access my PC, However, when I double click any live editor sheet it appears as a white sheet and ...
1 year ago | 1 answer | 0
1
answerQuestion
How to build Time delay Neural network using deep learning layers?
I have built this architecture using shallow Time-Delay Neural Networks. where X and Y are the inputs which are time series ve...
1 year ago | 1 answer | 0
1
answerQuestion
How to achieve the stable training for time delay neural network ?
I have build Time delay neural network The training performance is changed every time I train it. I tried to set the initial we...
1 year ago | 1 answer | 0
1
answerQuestion
create a variable whose name is changed over iteration number in for loop ?
I have my own function that able to build and train Time delay Neural network [Trained_Model]=Train_RVTDNN(NN, Input, target); ...
1 year ago | 1 answer | 0
1
answerQuestion
Deleting some layers from trained neural network model
I have trained a big neural network NN which has the structure [20 2 20] as shown in the first figure. After training, I wanna ...
1 year ago | 1 answer | 0
1
answerQuestion
How can I freeze specific weights of Neural network model?
I need to set some specific weights before training, and keep these weights fixed during training
1 year ago | 1 answer | 0
1
answerQuestion
"Relu" activation function and "Adam" optimizer for Time delay neural network
I wanna design Time delay neural network, but I can't find the leaky rectified linear unit (Relu) activation function and "Adam...
1 year ago | 0 answers | 0
0
answersQuestion
Build Time delay neural network using Deep learning tool box
I wanna build my own Deep neural network which accepts two inputs and estimate two outputs. The input signals of the first layer...
1 year ago | 0 answers | 0
0
answersQuestion
workaround for handling a large number of variables in the objective function of lsqnonlin
I want to optimize my objective function w0=zeros(m,1) [w,resnorm] = lsqnonlin(@myfun,w0) How can I dynamically define weight...
1 year ago | 1 answer | 0
1
answerQuestion
Defining my objective function using vector of variables for lsqnonlin
I wanna use lsqnonlin for estimating vector of variables of length 6 function F = myfun() global X % regression matrix of...
1 year ago | 0 answers | 0
0
answersoptimization with many variables - lsqnonlin
I wanna avoid defining these large variables manually. Is there any simple method for this? x(1) x(2) x(3) ...... x(n)
1 year ago | 0
Question
How to generate polynomial matrix in classification problems ?
I have the fllowing samples [1 2] , [2 0] , [1 1], [3 1], [2 3], [3 3] which correspond to labels y : {0, 0, 0, 1, 1, 1} resp...
1 year ago | 0 answers | 0
0
answersQuestion
The Number of coefficents of Time delay neural network
for the following Time delay neural network clc; clear all; close all; [X,T] = simpleseries_dataset; net1 = timedelaynet(1:2,...
1 year ago | 1 answer | 0
1
answerQuestion
combining two neural networks (net1 is trained & net2 is untrained) in one bigger network
I have two shallow neural network models net1, net2. I have a trained net1. Then I need to connect a net2 to a net1. Hence I ...
1 year ago | 2 answers | 0
2
answersQuestion
Set a specific weight for a connection in neural networks
I have already build my neural network. I wanna set a specific weight for the conection from layer i to layer j foe example .....
1 year ago | 1 answer | 0
1
answerQuestion
How to define a multivariable function (for instance an anonymous function) of a number of variables that varies according to the size of an array variable?
I have two vectors input and output ,where is the number of samples I want to solve this problem as nonlinear least-squares...
1 year ago | 1 answer | 0
1
answerQuestion
code gernation error using CUDA
I'm trying code generation Using the GPU Coder App as in the folowing link: https://www.mathworks.com/help/gpucoder/gs/gpu-cod...
1 year ago | 1 answer | 0
1
answerQuestion
what is the problem of the Power Amplifier curve for this WCDMA measurements ?
I used the follwing link to get the data sets of input and output of PA to simluate PA model https://www.mathworks.com/help/si...
2 years ago | 0 answers | 0
0
answersDigital Predistortion for PA model
have you find the app that is used in this link ? https://www.mathworks.com/videos/digital-predistortion-for-power-amplifiers-6...
2 years ago | 0
Question
How can I design flat magnitude response IIR filter ?
I want to design flat magnitude response IIR filter to simulate the memory effect of High Power Amplifier nonlinearities
2 years ago | 1 answer | 0
1
answerQuestion
How can I design such this Digital Filter using MALAB not simulink?
2 years ago | 1 answer | 0
