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	<title>Issue:Generalized net model of backpropagation learning algorithm - Revision history</title>
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	<updated>2026-04-27T22:01:09Z</updated>
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		<id>https://ifigenia.org/index.php?title=Issue:Generalized_net_model_of_backpropagation_learning_algorithm&amp;diff=4274&amp;oldid=prev</id>
		<title>Vassia Atanassova at 18:46, 18 November 2009</title>
		<link rel="alternate" type="text/html" href="https://ifigenia.org/index.php?title=Issue:Generalized_net_model_of_backpropagation_learning_algorithm&amp;diff=4274&amp;oldid=prev"/>
		<updated>2009-11-18T18:46:04Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 21:46, 18 November 2009&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l8&quot;&gt;Line 8:&lt;/td&gt;
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&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | author          = Maciej Krawczak&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | author          = Maciej Krawczak&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | institution     = Systems Research Institute &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;{ &lt;/del&gt;Polish Academy of Sciences&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | institution     = Systems Research Institute &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;- &lt;/ins&gt;Polish Academy of Sciences&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | institution-2   = Wyzsza Szkola Informatyki Stosowanej i Zarzadzania&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | institution-2   = Wyzsza Szkola Informatyki Stosowanej i Zarzadzania&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | address         = Warsaw, Poland&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;  | address         = Warsaw, Poland&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Vassia Atanassova</name></author>
	</entry>
	<entry>
		<id>https://ifigenia.org/index.php?title=Issue:Generalized_net_model_of_backpropagation_learning_algorithm&amp;diff=4256&amp;oldid=prev</id>
		<title>Vassia Atanassova: New page: {{PAGENAME}} {{PAGENAME}} {{PAGENAME}} {{issue/title  | title...</title>
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		<updated>2009-11-17T21:26:54Z</updated>

		<summary type="html">&lt;p&gt;New page: &lt;a href=&quot;/wiki/Category:Publications_on_generalized_nets&quot; title=&quot;Category:Publications on generalized nets&quot;&gt;{{PAGENAME}}&lt;/a&gt; &lt;a href=&quot;/wiki/Category:Publications_in_2002_year&quot; title=&quot;Category:Publications in 2002 year&quot;&gt;{{PAGENAME}}&lt;/a&gt; &lt;a href=&quot;/wiki/Category:IWGN_conference_publications&quot; title=&quot;Category:IWGN conference publications&quot;&gt;{{PAGENAME}}&lt;/a&gt; {{issue/title  | title...&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;[[Category:Publications on generalized nets|{{PAGENAME}}]]&lt;br /&gt;
[[Category:Publications in 2002 year|{{PAGENAME}}]]&lt;br /&gt;
[[Category:IWGN conference publications|{{PAGENAME}}]]&lt;br /&gt;
{{issue/title&lt;br /&gt;
 | title           = Generalized net model of backpropagation learning algorithm&lt;br /&gt;
 | shortcut        = iwgn-2002-32-36&lt;br /&gt;
}}&lt;br /&gt;
{{issue/author&lt;br /&gt;
 | author          = Maciej Krawczak&lt;br /&gt;
 | institution     = Systems Research Institute { Polish Academy of Sciences&lt;br /&gt;
 | institution-2   = Wyzsza Szkola Informatyki Stosowanej i Zarzadzania&lt;br /&gt;
 | address         = Warsaw, Poland&lt;br /&gt;
 | email-before-at = krawczak&lt;br /&gt;
 | email-after-at  = ibspan.waw.pl&lt;br /&gt;
}}&lt;br /&gt;
{{issue/author&lt;br /&gt;
 | author          = Hristo Aladjov&lt;br /&gt;
 | institution     = CLBME - Bulg. Academy of Sciences&lt;br /&gt;
 | address         = Acad. G. Bonchev Str., 105 Block, Sofia-1113, Bulgaria&lt;br /&gt;
 | email-before-at = aladjov&lt;br /&gt;
 | email-after-at  = clbme.bas.bg&lt;br /&gt;
}}&lt;br /&gt;
{{issue/data&lt;br /&gt;
 | conference      = 3&amp;lt;sup&amp;gt;rd&amp;lt;/sup&amp;gt; [[IWGN]], Sofia, 1 October 2002&lt;br /&gt;
 | issue           = [[International Workshop on Generalized Nets/2002|Conference proceedings]], pages 32—36&lt;br /&gt;
 | file            = IWGN-2002-32-36.pdf&lt;br /&gt;
 | format          = PDF&lt;br /&gt;
 | size            = 86&lt;br /&gt;
 | abstract        = &lt;br /&gt;
The backpropagation algorithm and its modifications are frequently used approaches for feed-forward neural networks training. It is shown in the present paper how generalized net model [1,2] of pure backpropagation algorithm can be constructed. The basic idea of this model is to be used as frame in which, with minor changes different algorithm definitions can be introduced, tested and compared.&lt;br /&gt;
 | keywords        = [[Generalized nets]], Neural networks, Machine learning, Backpropagation&lt;br /&gt;
 | references      = &lt;br /&gt;
# [[Krassimir Atanassov|Atanassov K.]], [[Generalized Nets (World Scientific)|Generalized Nets]], World Scientific, Singapore, 1991.&lt;br /&gt;
# Atanassov K., [[Issue:Generalized index matrices|Generalized index matrices]], Comptes rendus de l&amp;#039;Academie Bulgare des Sciences, vol.40, 1987, No.11, 15-18.&lt;br /&gt;
# Atanassov, K., 1998. [[Generalized Nets in Artificial Intelligence. Volume 1: Generalized Nets and Expert Systems|Generalized Nets in Artificial Intelligence. Vol. 1: Generalized nets and Expert Systems]]. &amp;quot;Prof. M. Drinov&amp;quot; Academic Publishing House, Sofia.&lt;br /&gt;
# Atanassov K., Aladjov, H., 2000. [[Generalized Nets in Artificial Intelligence. Volume 2: Generalized Nets and Machine Learning|Generalized nets in artificial intelligence. Vol. 2]], &amp;quot;Prof. Marin Drinov&amp;quot; Academic Publishing House, Sofia.&lt;br /&gt;
 | citations       = &lt;br /&gt;
 | see-also        = &lt;br /&gt;
}}&lt;/div&gt;</summary>
		<author><name>Vassia Atanassova</name></author>
	</entry>
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