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java.lang.Object
de.webdings.jannis.neuralnet.Teacher
public class Teacher
extends java.lang.Object
Field Summary | |
protected Pattern[] |
|
Constructor Summary | |
Method Summary | |
Pattern[] | |
void |
|
protected Pattern[] desiredOutput
Teacher compares the output the net is supposed to produce to the output actually produced by the net and changes synapse weights slowly into a direction that brings the net closer to producing the desired output.
public Teacher(String fileNameDesiredOutput, NeuralNet net) throws PatternCreateException, IOException
- Parameters:
fileNameDesiredOutput
-net
-
- Throws:
PatternCreateException
-
public Teacher(String fileNameDesiredOutput, Neuron[][] layers) throws PatternCreateException, IOException
- Parameters:
fileNameDesiredOutput
-layers
-
- Throws:
PatternCreateException
-
public Pattern[] getDesiredOutput()
- Returns:
- the desired output the net is supposed to produced
public void teach() throws PatternGiverReaderCommunicationException
starts comparing the actual output produced by the net with desired ouput and then backpropagates the error.
This file is part of Jannis.
Jannis is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.
Jannis is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with Jannis; if not, write to the
Free Software Foundation, Inc.,
51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
Jannis (0.1preAlpha) |
© 2005 by Stefan Thesing;
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