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Creation of SB-Neuron. Ours. Branded.(v2)
#19
(translated by Google translator)

Hi all.  Shy

I just published an intermediate version of a new demo program. RCDS306.000-0

You can find this file in my OneDrive too.
https://1drv.ms/f/s!AnoSlTzMqlL6jNx6H4Qi...w?e=8D73FE

This program creates a small neural network that contains 5 SB-Neurons.
Each neuron receives information about the state of seven points of the digital display matrix.
These seven dots are located vertically across the display matrix. The matrix contains five vertical columns, each containing seven dots.
Thus, our five SB-Neurons receive data from the display matrix, which has a size of 5x7 dots.

When the program starts working, it is set to neural network training mode.
By clicking on the "Run" button, you will start the learning process and you will be able to observe it.
When the network remembers what the numbers look like on the display, you will see a message about this.
Now you can test the neural network by switching the program's operating mode.

While in operation mode, the program displays randomly selected numbers on the display.
Neurons recognize combinations of dots in the display columns and set their outputs to the corresponding values.

At the moment, the neural network does not contain a second layer of SB-Neurons, which should make the final decision.
For fun, I just print the output values of the neurons to the right of the display.
The number that is present at the outputs of all five neurons is the correct answer.

At the moment, the neural network can only recognize images of numbers that it knows.
The neural network cannot yet recognize the unknown.
I print the output values of neurons for people in the program window so that it would be easier to come up with ways to upgrade neurons and neural networks.

Like this.  Smile
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RE: Creation of SB-Neuron. Ours. Branded.(v2) - by AbsoluteBeginner - 09-27-2024, 08:47 AM

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