Perceptron – Single layer neural network

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Perceptron – Single layer neural network

Postby Apprentice » Mon Oct 09, 2017 4:41 am

AUDNZD H1 (10-09-2017 0950).png

Based on the request.
viewtopic.php?f=27&t=65164
Perceptron.lua
(3.44 KiB) Downloaded 830 times


USDJPY D1 (02-16-2022 1006).png

Smoothed Perceptron.lua
(6.98 KiB) Downloaded 192 times


USDJPY D1 (02-16-2022 1023).png

Smoothed Perceptron Convergence Divergence.lua
(8.18 KiB) Downloaded 199 times
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Re: Perceptron – Single layer neural network

Postby Apprentice » Fri Jun 08, 2018 7:47 am

The Indicator was revised and updated.
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Re: Perceptron – Single layer neural network

Postby Gilles » Tue Feb 15, 2022 12:00 pm

Hi Apprentice,

Why didn't you include bias ?

On the other hand, in order to optimize the line of the perceptron you could add the algorithm of the gradient descent to optimize the prediction.

Thank you :) !
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Re: Perceptron – Single layer neural network

Postby Apprentice » Wed Feb 16, 2022 6:35 am

Smoothed Perceptron Convergence Divergence.lua added.
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Re: Perceptron – Single layer neural network

Postby Gilles » Tue Dec 27, 2022 8:23 am

Hi Apprentice,

I have an error in my code, could you help me ?
Thank you :) !
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Multilayer Perceptron.lua
perceptron multilayer
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Re: Perceptron – Single layer neural network

Postby Apprentice » Fri Dec 30, 2022 4:24 am

We have added your request to the development list.
Development reference 871.
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Re: Perceptron – Single layer neural network

Postby Gilles » Sun Aug 13, 2023 3:05 pm

Hi Apprentice,
Thank you very much !

I can now resume this project that I had put on hold until I could get your assistance. To send you my code, I had chosen the "RSI" just like you, but personally, I don't use any oscillators to avoid divergences and distortions. For me, the bulk of the work lies in designing and fine-tuning the network structure, as well as selecting the input features. Experimentation and tests on real data are essential for me to determine the right configuration, the one that allows me to achieve a prediction that is quite close to the future price. It's truly exciting.

Thank you so much :)!
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Re: Perceptron – Single layer neural network

Postby Gilles » Thu Aug 17, 2023 2:13 am

Hi Apprentice,

In this version of my MLP, I have added several internal layers and more neurons.
I am trying to get the VAMA to work. I am getting a result, but no arrows are displayed on the screen. I don't understand why, and it's preventing me from moving forward.
Could you take a look to help me?
Thank you very much.
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MLP_VAMA.lua
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