Multilayer feedforward neural networks example

Character Recognition Example: An Explanation On the Simple Concept Used in This Demo
After I posted these series of examples, I’ve received a few comments from readers. Some of them using different version of software and can’t run the program successfully, some were happy with the simple code in which they had applied it to some other application, while a few readers were asking for more explanations on how these code work.
ell, I believe I’ve answered the doubt on the different version issue, but not the doubt on more details explanations. Here, I tried to draft a few paragraph to explain the concept hidden behind the code, and hope it helps to answer the readers who ask me about it though email.
1. Image Preprocessing
he image is first being converted to grayscale image follow by the threshing technique, which make the image become binary image. The binary image is then go through connectivity test in order to check for the maximum connected component, which is, the box of the form. After locating the box, the individual characters are then cropped into different sub images that are the raw data for the following feature extraction routine.
The size of the sub-images are not fixed since they are expose to noises which will affect the cropping process to be vary from one to

Source: what I know about IMAGE Processing

You might also like:

Newton on the Beach: Principia Mathematica
Newton on the Beach: Principia Mathematica

Brokerage Account

2005-09-27 21:17:34 by FXCurrencyTrader

Yes, you do need to open a brokerage account and fund it. If you didn't, you wouldn't be trading anything.
You can start a standard account with a $2,000 minimum. You can start a mini account with $300 minimum.
Forex trading is great, and in my opinion, much safer and easier than trading stocks or commodities.
I highly recommend purchasing a course, and learning before you go into it. You are much more prepared, and really know what you are doing when you start trading with real money.
There are a few different companies out there that teach you how to do it. It is important to get a good education. I checked them all out, and actually, the most expensive are not the best.
is the one that I used.
I am making several thousand dollars per week, but I...

Yes

2005-10-27 12:24:20 by FXCurrencyTrader

I would be happy to, but someone asked me that before, and when I answered, it was flagged. I am not sure, but I think that stock traders don't like Forex trading.
I am not sure why that is. The Forex market is much bigger, and it is recession proof. There will always be banks and businesses trading money. Chrysler, last year, made more money trading Forex than they did selling vehicles. This market is also less risky, with enormous liquidity, and no slippage. Forex has low transaction costs, much higher leverage, and low account minimums.
I just think you need to know what you are doing, and for most of us, it takes education. I didn't go and work in a hospital until I went to nursing school, and prepared myself. I wouldn't risk my money until I learned how to trade it....

FOREX

2005-09-27 20:54:15 by FXCurrencyTrader

I am trading Forex, from the computer at my home. I am making several thousand a week, but I am only trading one lot. Several friends who have more money than I are trading more lots, and are making way more money than I.
It is good for me, and I am building my account, and when I have more money, I will trade more lots.
It is not something you can just go and do, you have to learn about it, or you will waste your time and your money.
I studied for about six weeks, and during that time, I practiced on a demo account.
I took live classes online, and they were great. You can take them as many times as you like. I paid $2000 for the beginners and advanced classes, but you can start with $995 for the beginners class. I figured it is less than I would spend for a...

Mr.

2007-11-17 05:47:54 by u4eal

Look i will give you the truth about trading but you must realize that day trading the Stock market is a huge risk and so that is why I have switched (three years ago) to the Forex or foriegn Currency Exchange,I am by no means a professional but I consider myself seasoned. I tried like crazy to make money when I first started....I spent over Five Grand on educational classes and seminars teaching this very interesting business and finally began to earn a living and finally some real money. there is a huge learning curve, but if you want I will give you my secret weapon which has saved many of my friends and family countless hours and most often a lot of money and head banging.....lol so if you want to see how and what I do now, let me know.

Jack, thanks for introducing yourself!

2005-11-24 10:44:55 by DaySurfer

Hi Jack,
I am one of those rare people who LOVE lawyers (I was a legal assistant for YEARS in my 20s and also worked in word-processing when I was putting myself through design school).
You're right about the stress, though. Lawyers work lots of hours and (especially in a firm) are expected to pretty much give up their lives for several years.
Sounds like you have a LOT of other projects, though.
That's awesome.
I love sea kayaking. Used to go once in awhile in Seattle. And skiing (although I switched to snowboarding when I moved to Montana and don't think I'll go back to 2 sticks again!).
Day trading (I do Day Surfing) is fun. Do you trade Forex? I'm learning that right now.
Have a GREAT winter.

How to trade in currency markets  — Business Line
By including currency in their portfolio, investors can reduce the overall volatility to an extent and increase returns. While using money to buy and sell comes naturally to us, the thought of buying and selling money (currency) itself seems alien.

Springer Mathematics of Neural Networks: Models, Algorithms and Applications (Operations Research/Computer Science Interfaces Series)
Book (Springer)

Related posts:

  1. Machine Learning Neural Networks Example
  2. Single layer Feedforward Neural Networks
  3. Multilayer feedforward Neural Networks PPT