Neural Network EMA system (NeuroTrend)

[mrpro]

Originally Posted by aroonraj

This is a very good question. In my opinion it is better to train the network for every month which would make the network more robust to the latest patterns. If we train the network with data of 2-6 months I believe the network generalizes the model it has to learn. I intend to train the network for every month or two months over the generalized learnt parameters. As soon as I train, I would keep updating the latest versions. There are many free and opensource tools that one can use to train and test networks like Joone, SNNS, FANN, Simbrain. I am playing with these right now to find the best out of them.

Could you refer me to the link of forex-tsd. I would like to know how others are applying neural networks for forex trading.

Best Wishes,
Arun

Dont wanna get in trouble with the admins here.. just do a search at forex-tsd.com for neural network

[4xStar]

I've been testing this the past week and it is amazing how predictive it can be. I suppose the trick is to keep the neural network 'trained' as you call it .. can anyone learn to do this or does it require some advanced programming knowledge. (I have some basic programming skills ... not advanced!)

[longboy]

Originally Posted by 4xStar

I've been testing this the past week and it is amazing how predictive it can be. I suppose the trick is to keep the neural network 'trained' as you call it .. can anyone learn to do this or does it require some advanced programming knowledge. (I have some basic programming skills ... not advanced!)

The lines redraw the past. So not too fancy like you said.

Just play with it for couple of hours.

[sumwatt]

I only had time to run a single signal but it was a money maker. There was a nice short that came up between 3pm-4pm Central Time (-6 UTC i think or -7 with DST) that I didn't ride out but it was a money maker.

It was funny because I had just installed the signals and chart template when it went off and I just did what it said. I had to actually go back and look to actually understand what it was doing. I was in demo so it wasn't any big deal.

[aroonraj]

Hello Everyone,

I was away from my computer for a couple of days and was not able to do the updates as planned previously but finally I made it to program the modifications I wanted to do.

Important update is that the network is trained with June and July history data.


Best Wishes,
Arun

[aroonraj]

Originally Posted by 4xStar

I've been testing this the past week and it is amazing how predictive it can be. I suppose the trick is to keep the neural network 'trained' as you call it .. can anyone learn to do this or does it require some advanced programming knowledge. (I have some basic programming skills ... not advanced!)

To train a network, programming skills are not necessary (unless and untill you want to do in metatrader) as it is possible to use any of the free neural network simulator softwares on the net to train the network. The only requirement is to export necessary data from Metatrader to that software.

[aroonraj]

Originally Posted by aroonraj

Hello Everyone,

I was away from my computer for a couple of days and was not able to do the updates as planned previously but finally I made it to program the modifications I wanted to do.

Important update is that the network is trained with June and July history data.




Best Wishes,
Arun

Note: Read the installation instructions that is included in the zip file. Feel free to ask me if you were not able to install it properly.

[daedalus]

I'm amazed and impressed by this thread! I've done some light reading on neural network systems over the years but never seen one actually built and implemented.

I'd love to see some more screenshots of the signals you guys are generating.

Cheers!

[nabil114]

Automated Trading Championship 2008 if you see the top two eas are neural network based so it getting some steam.
click on 2007

[aroonraj]

Originally Posted by nabil114

Automated Trading Championship 2008 if you see the top two eas are neural network based so it getting some steam.
click on 2007

That motivates me to work more and improve my system but frankly speaking I am finding a bit difficult to find time to test various indicators.

How is your system working??? Do you have some results by now.