| DEC 1994
A Personal Neural Net Trading System by James Stakelum
A Personal Neural Net Trading System by James Stakelum What goes through the mind of someone developing a neural network trading system? What are the steps involved in putting together something that mimics the mystery of the human mind? Here are some clues. Neural networks are a promising technology for quantifying the probabilities of rewards and risks in trading the global financial markets today. Although excellent neural network software products are abundant and available for the trader, I chose to design and program my own and then use my neural network software as the foundation for a unique, well-conceived trading system. I decided to undertake such an effort to gain an intimate understanding of neural network technology and to be able to customize my neural network software to operate exactly the way I wanted it to. For those interested in using a neural net to produce trading recommendations, here's some insight into the issues involved in working with this technology as a tool for trading the markets. In this, the first of two parts, I present a definition of a neural network, a description of optimization methods and a discussion of how the neural network software I designed works. Next time, I will present a detailed description of how my neural network functions, including how to preprocess data and how to use probabilities in the system I created to produce market buy and sell recommendations.
by James Stakelum
Technical Analysis of STOCKS & COMMODITIES
The Traders’ Magazine since 1982
has had over 1,226,237 subscribers from 174 different countries.
37,000 Page Traders’ Archive for $89.99
To continue reading, sign-up for trial access to Traders.com and the S&C Archive — 37,000 pages of trading ideas!
After verifying your email address, you will have limited access to the S&C Archive, as well as access to a Digital Edition of S&C, and access to Traders.com Advantage and Working Money for 30 days.
Not a subscriber to Technical Analysis of
STOCKS & COMMODITIES magazine?
Click
here to subscribe, or request
a trial subscription.
Log-in now to view articles from the S&C Archive.
Your Subscriber ID is located at the top of your magazine label, highlighted here in red.
Your last name can be found on the second line, highlighted here in blue.
*If you have a company name on the label, that can also be used. It will appear below your name on the label.
If you do not have a Subscriber ID on your label, you can find it on your statement or renewal form.
For help locating your Subscriber ID number, please call us at 1-800-832-4642 or send an email to Survey@Traders.com. If sending an email, please include your name and mailing address.