Main Page: Difference between revisions
From Artificial Neural Network for PHP
No edit summary |
No edit summary |
||
| Line 13: | Line 13: | ||
* PHP 5.x support |
* PHP 5.x support |
||
* Momentum |
* Momentum |
||
* linear / binary |
* linear / binary output |
||
* ANN_InputValue + ANN_OutputValue classes |
* ANN_InputValue + ANN_OutputValue classes |
||
* Exceptions |
* Exceptions |
||
Revision as of 18:04, 17 December 2007
ANN - Artificial Neural Network for PHP 5.x
This project realizes a neural network topology called multilayer perceptron for PHP 5.x environments. The source code is based on a work by Eddy Young in 2002. Several changes on this implementation are done by Thomas Wien in 2007.
Version 1.0 by Eddy Young (2002)
- Initial version
Version 2.0 by Thomas Wien (17.12.2007)
- PHP 5.x support
- Momentum
- linear / binary output
- ANN_InputValue + ANN_OutputValue classes
- Exceptions
- Threshold function
- tangens hyperbolicus transfer function
- several performance issues
- avoiding array_keys & srand
- changes in saving and loading network
- Printing network details to browser
- fixing bug: initializing inputs to all hidden layers
- fixing bug: training for first hidden layer was skipped
