Questions tagged [matlab]
For questions related to the use of the MATLAB language or framework for AI work or study.
36
questions
-1
votes
0answers
19 views
Reinforcement learning agent always takes the same action [closed]
I have trained an RL agent using DQN algorithm. The training was successful. But when I test this trained agent, it is always taking the same action, irrespective of state, this action is the 1st ...
1
vote
0answers
20 views
Recommended literature on layers for reinforcement learning
I was recommended to ask here after I posted on stack overflow wrongly.
I was wondering if anyone had any recommended readings on layers used in neural networks for reinforcement learning?
I've been ...
0
votes
1answer
60 views
On what basis is MATLAB “inflexible” to perform ML/AI research on it?
During a course review, I have provided my opinion on the course overall. I stated that MATLAB is also a great environment to program and do research for ML/AI, but my professor seemed to have taken ...
0
votes
0answers
31 views
Interpreting a self organizing map resulting from the same dataset with different standard deviations
I am working on a task where the goal is to make a sofm learn a mapping from a three-dimensional
space (the input space) to a two-dimensional space (the sofm "grid").
The data points are ...
0
votes
2answers
28 views
Semantic segmentation CNN outputs all zeroes
I'm using MATLAB 2019, Linux, and UNet (a CNN specifically designed for semantic segmentation). I'm training the network to classify all pixels in an image as either cell or background to get ...
0
votes
0answers
38 views
Why does the validation loss not go down when training my TensorFlow implementation of AlexNet?
I am trying to implement AlexNet in Tensorflow. Matlab has a built-in AlexNet implementation that I use with the cats and dogs dataset (mledu-datasets/cats_and_dogs_filtered.zip). In Matlab, ...
0
votes
0answers
28 views
Neural network architecture for DDPG agent in Matlab - standard networks?
I want to dive into Reinforcement Learning and therefore as a little project I am trying to swing up and balance a Furuta pendulum in Simulink. Unfortunately I don´t really know where to start, when ...
1
vote
0answers
73 views
Is there a way to reduce the RMSE error when training a neural network to recognise MNIST digits using ANFIS?
I wanted to build a digit recognition neural network using MATLAB ANFIS kit.
I started by using the MNIST database and I figured out it's almost impossible to classify 784 dimension data using ANFIS. ...
1
vote
0answers
27 views
How can I adapt this script (to test the robustness of a perceptron) to test the robustness of a multi-layer perceptron?
The following script is from Trappenberg's Fundamentals of Computational Neuroscience and is used to test a perceptron's robustness against noise.
However, how would one alter it to test the output ...
2
votes
2answers
53 views
How can I train a neural network if I don't have enough data?
I have created a neural network that is able to recognize images with the numbers 1-5. The issue is that I have a database of 16x5 images which ,unfortunately, is not proving enough as the neural ...
0
votes
1answer
80 views
Is my backpropagation code correct? [closed]
I am trying to implement the back-propagation algorithm for the following neural network.
...
2
votes
0answers
100 views
Policy Gradient Reward Oscillation in MATLAB
I'm trying to train a Policy Gradient Agent with Baseline for my RL research. I'm using the in-built RL toolbox from MATLAB (https://www.mathworks.com/help/reinforcement-learning/ug/pg-agents.html) ...
1
vote
0answers
39 views
Is it possible to convert Neural Network code in Python into Matlab code? [closed]
I want to convert the code written in Python into Matlab code. May I know is it possible to do that. Share the available ways or methods to do the conversion. May I know is there any Online ...
1
vote
0answers
73 views
Why would my neural network run faster on my laptop than on my university's supercomputer?
I am trying to get my neural network running on my university's supercomputer in order to decrease its runtime (not for training, for testing - feedforward runs only).
However, the Matlab function I ...
4
votes
2answers
195 views
Is it possible to train a neural network with 3 inputs and 12 outputs?
The selection of experimental data includes a set of vectors of different dimensions. The input is a 3-dimensional vector, and the output is a 12-dimensional vector. The sample size is 120 pairs of ...
2
votes
0answers
25 views
How can I recognise possibly overlapping line segments in 2D?
I am given a 2-dimensional picture (black & white, white background) and it is assumed that there are some 'sticks' (basically 'thick lines' with different widths and lengths) that are (mostly) ...
1
vote
1answer
47 views
How can I test my trained network on the next unavailable hour?
I have data of 695 hours. I use the first 694 hours to train the network and I use 695th hour to validate it. Now my goal is to predict the next hour.
How I can use my trained network to predict the ...
1
vote
0answers
17 views
evolutionary programming for economic load dispatch
i am a new beginner to EP algorithm.Could someone help me with a coding for economic load dispatch using EP? Can i have some examples to learn?
Tq
1
vote
0answers
17 views
What is interval of the initial weights at Matlab neural network tool?
What is interval of the initial weights at Matlab neural network tool?Yes I know it is randomly but are there limitation?
1
vote
2answers
4k views
How fast is a GPU compared to a CPU for training deep learning models, and which GPU should I buy? [closed]
First of all, I don't play games at all, and I am still quite new to deep learning. I was using AlexNet (transfer learning, actually) in MATLAB to classify images in my current laptop (i5-3230, ...
1
vote
0answers
213 views
Difficulties to implement the layer-wise relevance propagation in MATLAB
I'm having serious issues with the implementation of the LRP algorithm for neural networks in MATLAB. The challenge is to implement the equations correctly. I'm trying to implement the deep-Taylor $\...
2
votes
0answers
477 views
Deep Learning for radio signal classification with DeepSig dataset
I want to see if I can make my Software Defined Radio, SDR, to classify unknown radio signals with the help of an artificial neural network. That is, my SDR outputs a sequence of complex numbers (IQ-...
2
votes
1answer
90 views
Is it possible to use a trained neural network to predict a feature, given other features and output?
I have a neural network that is already trained to predict two continuous outputs from a set of 7 continuous features.
Is there any way to apply the network to predict one of the input features, ...
1
vote
0answers
29 views
Evaluating Utility of Incremental RAM
The Nvidia 2080 GPUs command a $500 premium for 3GB of incremental RAM (8GB -> 11GB).
What are the relevant questions and thought process to determine the incremental improvement by moving from the ...
1
vote
1answer
112 views
How do I segment each part of a DICOM image?
As I'm beginner in image processing, I am having difficulty in segmenting all the parts in DICOM image.
Currently, I'm applying watershed algorithm, but it segments only that part that has tumour.
...
0
votes
1answer
135 views
How to give each segment a new colour in image segmentation? [closed]
I'm currently working on a tumour detection project using Dicom images. As I'm a beginner, I don't know how to segment each part in the image and give each segment a new different colour. I'm using ...
7
votes
3answers
334 views
How to use computer vision to find corners of a soccer field based on location coordinates?
I want to use computer vision to allow my robot to detect the corners of a soccer field based on its current position. Matlab has a detectHarrisFeatures feature, but I believe it is only for 2D ...
1
vote
1answer
107 views
Is it a valid Deep Neural Network?
For a regression task, I have sequences of training data and if I define the layers of deep neural network to be:
Layers=[ sequenceInputLayer(featuredimension) reluLayer dropoutLayer(0.05) ...
1
vote
0answers
27 views
Multivariate Wavelet denoising problem
I use Matlab function "wmulden" to obtain a denoised data and I realised that when I add only one data-step to previous data and I recalculate the denoised series all denoised data is changed even if ...
2
votes
0answers
198 views
Extracting specific features using HOG
I am using HOG (Histogram of Oriented Gradients) for car detection from a video. I have used the Matlab function extractHOGFeatures() , it has given me a feature ...
2
votes
1answer
380 views
confusion matrix is useful to be applied to the result of fuzzy c means clustering or not
After obtaining the result of algorithm fuzzy c means on the iris flower data set. Results are to be checked for their correctness. So, how to derive it in matlab. I mean code for that. please suggest....
1
vote
1answer
569 views
Reinforcement learning for robotic motion planning - Problem statement ideas
I am a first-semester grad student in Robotics and have taken a course on machine learning for robotics. I am completely new to machine learning.
I am to select and execute a problem statement on my ...
2
votes
1answer
862 views
How can I use a trained CNN to predict a new image label?
I was applying this CNN fine-tuning example from Matlab.
The example shows how to fine-tune a pre-trained CNN on letters to classify images of digits. Now I would like to use this new fine-tuned CNN ...
5
votes
2answers
2k views
Is it possible to classify data using a genetic algorithm?
Is it possible to classify data using a genetic algorithm? For example, would it be possible to sort this database?
Any example in Matlab?
1
vote
0answers
560 views
6
votes
1answer
888 views
Is a Sobel filter for edge detection a type of Cellular Neural Network?
I have implemented a Sobel filter for edge detection in Matlab without using its toolbox. I am a bit confused:
Is a Sobel filter a type of Cellular Neural Network?
Both Sobel and Cellular Neural ...
