收录日期:2021/02/27 21:10:43 时间:2009-07-19 05:04:31 标签:c#,ocr,neural-network,perceptron

I'm developing a program to recognize a character from a image using OCR techniques. Up till now I have used a method that scanned the image, but now I have to use neural networks. Please explain what is a single layer perceptron and how to use it to train the network.

I typed a portion of your question into Google: http://en.wikipedia.org/wiki/Feedforward_neural_network

You might also use this CodeProject article, Creating Optical Character Recognition (OCR) applications using Neural Networks, as a starting point.

Sounds like a basic explanation on Perceptron / Artificial Neural Network may help you. I wrote an article "An Intuitive Example of Artificial Neural Network (Perceptron) Detecting Cars / Pedestrians from a Self-driven Car"

http://www.spicelogic.com/Journal/Perceptron-Artificial-Neural-Networks-10

You can check. Hopefully you will find it useful.

[enter image description here]2