how to obtain weights and biases for two outputs

hello everyone

I have an excel sheet of data (numbers) in which i have 5 inputs and 2 outputs .around 400 patterns.

how to train the network depending on the inputs and output i have in order to obtain the 5 weights and the 2 bias

Answer 1

[Vinayak Choyyan]

Hi,

As per my understanding you are trying to train a network with 5 inputs and 2 outputs. You also have a dataset containing 400 rows of data.

There are various kinds of neural networks, each specialising in the type of data it can learn well. For example, a simple fully connected neural network will be good at predicting output values from given set of input values, like in your case. But a fully connected neural network will have a lot more weights and biases than you requested.

With only 5 weights and 2 bias, the network will hardly be able to learn the dataset. You could refer to the following links to learn more about neural networks.

What Is a Neural Network? - MATLAB & Simulink (mathworks.com)

Create and Train a Feedforward Neural Network - MATLAB & Simulink - MathWorks India

Alternately you could also Google neural networks and find countless blogs and YouTube videos.

https://youtu.be/aircAruvnKk