2009-08-09 11:17:39 +02:00
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
< html > < head > < meta http-equiv = "Content-Type" content = "text/html;charset=UTF-8" >
< title > Neural++: neuralpp::Neuron Class Reference< / title >
< link href = "doxygen.css" rel = "stylesheet" type = "text/css" >
< link href = "tabs.css" rel = "stylesheet" type = "text/css" >
< / head > < body >
<!-- Generated by Doxygen 1.5.6 -->
< div class = "navigation" id = "top" >
< div class = "tabs" >
< ul >
< li > < a href = "index.html" > < span > Main Page< / span > < / a > < / li >
< li > < a href = "namespaces.html" > < span > Namespaces< / span > < / a > < / li >
< li class = "current" > < a href = "annotated.html" > < span > Classes< / span > < / a > < / li >
< li > < a href = "files.html" > < span > Files< / span > < / a > < / li >
2009-08-16 20:57:15 +02:00
< li > < a href = "examples.html" > < span > Examples< / span > < / a > < / li >
2009-08-09 11:17:39 +02:00
< / ul >
< / div >
< div class = "tabs" >
< ul >
< li > < a href = "annotated.html" > < span > Class List< / span > < / a > < / li >
< li > < a href = "functions.html" > < span > Class Members< / span > < / a > < / li >
< / ul >
< / div >
< div class = "navpath" > < a class = "el" href = "namespaceneuralpp.html" > neuralpp< / a > ::< a class = "el" href = "classneuralpp_1_1Neuron.html" > Neuron< / a >
< / div >
< / div >
< div class = "contents" >
< h1 > neuralpp::Neuron Class Reference< / h1 > <!-- doxytag: class="neuralpp::Neuron" --> Class for managing neurons.
< a href = "#_details" > More...< / a >
< p >
< code > #include < < a class = "el" href = "neural_09_09_8hpp-source.html" > neural++.hpp< / a > > < / code >
< p >
< p >
< a href = "classneuralpp_1_1Neuron-members.html" > List of all members.< / a > < table border = "0" cellpadding = "0" cellspacing = "0" >
< tr > < td > < / td > < / tr >
< tr > < td colspan = "2" > < br > < h2 > Public Member Functions< / h2 > < / td > < / tr >
2009-08-16 20:57:15 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#c9bd4f5f618fcf1adcebf1ab63ee0960" > Neuron< / a > (double(*a)(double), double th=0.0)< / td > < / tr >
2009-08-09 11:17:39 +02:00
2009-08-16 20:57:15 +02:00
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Constructor. < a href = "#c9bd4f5f618fcf1adcebf1ab63ee0960" > < / a > < br > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#d15e96b0316d880953288cc6e2550bec" > Neuron< / a > (std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < a class = "el" href = "classneuralpp_1_1Neuron.html#bd07357465bb7b29bb344400e9e08710" > in< / a > , std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < a class = "el" href = "classneuralpp_1_1Neuron.html#982aceef324b7764e778d5949720bc55" > out< / a > , double(*a)(double), double th=0.0)< / td > < / tr >
2009-08-09 11:17:39 +02:00
2009-08-16 20:57:15 +02:00
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Alternative constructor, that gets also the synapsis linked to the neuron. < a href = "#d15e96b0316d880953288cc6e2550bec" > < / a > < br > < / td > < / tr >
2009-08-09 11:17:39 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > & < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#29f2d9dcc4ca34f224d4dc39bb2f180a" > synIn< / a > (size_t i)< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Get the i-th synapsis connected on the input of the neuron. < a href = "#29f2d9dcc4ca34f224d4dc39bb2f180a" > < / a > < br > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > & < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#655f1637e1b754461413ac7fc2ffeebe" > synOut< / a > (size_t i)< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Get the i-th synapsis connected on the output of the neuron. < a href = "#655f1637e1b754461413ac7fc2ffeebe" > < / a > < br > < / td > < / tr >
2009-08-16 20:57:15 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#4d252151c35839975838539d846d70be" > push_in< / a > (< a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > s)< / td > < / tr >
2009-08-09 11:17:39 +02:00
2009-08-16 20:57:15 +02:00
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > It pushes a new input synapsis. < a href = "#4d252151c35839975838539d846d70be" > < / a > < br > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#2c0acb0e6d413c4e0fc9e7939da1a684" > push_out< / a > (< a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > s)< / td > < / tr >
2009-08-09 11:17:39 +02:00
2009-08-16 20:57:15 +02:00
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > It pushes a new output synapsis. < a href = "#2c0acb0e6d413c4e0fc9e7939da1a684" > < / a > < br > < / td > < / tr >
2009-08-09 11:17:39 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#ddf00ffef030b27ed11901aad08822bd" > setActv< / a > (double a)< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Change the activation value of the neuron. < a href = "#ddf00ffef030b27ed11901aad08822bd" > < / a > < br > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#aa6e58f073a76b3481fea9115a4e6ea6" > setProp< / a > (double p)< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Change the propagation value of the neuron. < a href = "#aa6e58f073a76b3481fea9115a4e6ea6" > < / a > < br > < / td > < / tr >
2009-09-04 11:27:14 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#6fa3e8afc1c6e6e427773ba89a6fcb68" > setSynIn< / a > (size_t n)< / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#d6ae3a93ecd11c345d931aee4ca248c1" > setSynOut< / a > (size_t n)< / td > < / tr >
2009-08-09 11:17:39 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > double < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#55993867179f0ac7d1e0e2c460ceb611" > getActv< / a > ()< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Get the activation value of the neuron. < a href = "#55993867179f0ac7d1e0e2c460ceb611" > < / a > < br > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > double < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#57c022f82213f662e2a263fc134a3fc9" > getProp< / a > ()< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Get the propagation value of the neuron. < a href = "#57c022f82213f662e2a263fc134a3fc9" > < / a > < br > < / td > < / tr >
2009-08-16 20:57:15 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#928d9bf5aed600119c640779e4034f30" > propagate< / a > ()< / td > < / tr >
2009-08-09 11:17:39 +02:00
2009-08-16 20:57:15 +02:00
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Compute the propagation value of the neuron and set it. < a href = "#928d9bf5aed600119c640779e4034f30" > < / a > < br > < / td > < / tr >
2009-08-09 11:17:39 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > size_t < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#ad97f1a082d5f969eb4c69ab454ecfbb" > nIn< / a > ()< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Get the number of input synapsis for the neuron. < a href = "#ad97f1a082d5f969eb4c69ab454ecfbb" > < / a > < br > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > size_t < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#fe458021e3b20d58dc608fb94ae2135b" > nOut< / a > ()< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Get the number of output synapsis for the neuron. < a href = "#fe458021e3b20d58dc608fb94ae2135b" > < / a > < br > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > void < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#2e2ccb69277fc3d992a3a3f2360ed154" > synClear< / a > ()< / td > < / tr >
< tr > < td class = "mdescLeft" > < / td > < td class = "mdescRight" > Remove input and output synapsis from a neuron. < a href = "#2e2ccb69277fc3d992a3a3f2360ed154" > < / a > < br > < / td > < / tr >
< tr > < td colspan = "2" > < br > < h2 > Private Attributes< / h2 > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > double < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#eec680c47272b2465e8d8a998c359853" > actv_val< / a > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > double < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#da75259de98b1a893c736666af6bfdc3" > prop_val< / a > < / td > < / tr >
2009-08-16 20:57:15 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > double < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#7b16632868821d73dedcb8edaf6dbbef" > threshold< / a > < / td > < / tr >
2009-08-09 11:17:39 +02:00
2009-08-16 20:57:15 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#bd07357465bb7b29bb344400e9e08710" > in< / a > < / td > < / tr >
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#982aceef324b7764e778d5949720bc55" > out< / a > < / td > < / tr >
2009-08-09 11:17:39 +02:00
< tr > < td class = "memItemLeft" nowrap align = "right" valign = "top" > double(* < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "classneuralpp_1_1Neuron.html#198ddd0d11a26d0052d52b787d6a0df0" > actv_f< / a > )(double)< / td > < / tr >
< / table >
< hr > < a name = "_details" > < / a > < h2 > Detailed Description< / h2 >
Class for managing neurons.
< p >
Don't use this class directly unless you know what you're doing, use < a class = "el" href = "classneuralpp_1_1NeuralNet.html" title = "Main project's class." > NeuralNet< / a > instead < hr > < h2 > Constructor & Destructor Documentation< / h2 >
2009-08-16 20:57:15 +02:00
< a class = "anchor" name = "c9bd4f5f618fcf1adcebf1ab63ee0960" > < / a > <!-- doxytag: member="neuralpp::Neuron::Neuron" ref="c9bd4f5f618fcf1adcebf1ab63ee0960" args="(double(*a)(double), double th=0.0)" -->
2009-08-09 11:17:39 +02:00
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > neuralpp::Neuron::Neuron < / td >
< td > (< / td >
< td class = "paramtype" > double(*)(double) < / td >
2009-08-16 20:57:15 +02:00
< td class = "paramname" > < em > a< / em > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
2009-08-09 11:17:39 +02:00
< td > < / td >
2009-08-16 20:57:15 +02:00
< td class = "paramtype" > double < / td >
< td class = "paramname" > < em > th< / em > = < code > 0.0< / code > < / td > < td > < / td >
< / tr >
< tr >
< td > < / td >
< td > )< / td >
< td > < / td > < td > < / td > < td > < / td >
2009-08-09 11:17:39 +02:00
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Constructor.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > a< / em > < / td > < td > Activation function < / td > < / tr >
2009-08-16 20:57:15 +02:00
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > th< / em > < / td > < td > Threshold, value in [0,1] that establishes how much a neuron must be 'sensitive' on variations of the input values < / td > < / tr >
2009-08-09 11:17:39 +02:00
< / table >
< / dl >
< / div >
< / div > < p >
2009-08-16 20:57:15 +02:00
< a class = "anchor" name = "d15e96b0316d880953288cc6e2550bec" > < / a > <!-- doxytag: member="neuralpp::Neuron::Neuron" ref="d15e96b0316d880953288cc6e2550bec" args="(std::vector< Synapsis > in, std::vector< Synapsis > out, double(*a)(double), double th=0.0)" -->
2009-08-09 11:17:39 +02:00
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > neuralpp::Neuron::Neuron < / td >
< td > (< / td >
2009-08-16 20:57:15 +02:00
< td class = "paramtype" > std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < / td >
2009-08-09 11:17:39 +02:00
< td class = "paramname" > < em > in< / em > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
2009-08-16 20:57:15 +02:00
< td class = "paramtype" > std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < / td >
2009-08-09 11:17:39 +02:00
< td class = "paramname" > < em > out< / em > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > double(*)(double) < / td >
2009-08-16 20:57:15 +02:00
< td class = "paramname" > < em > a< / em > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > double < / td >
< td class = "paramname" > < em > th< / em > = < code > 0.0< / code > < / td > < td > < / td >
2009-08-09 11:17:39 +02:00
< / tr >
< tr >
< td > < / td >
< td > )< / td >
< td > < / td > < td > < / td > < td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Alternative constructor, that gets also the synapsis linked to the neuron.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > in< / em > < / td > < td > Input synapses < / td > < / tr >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > out< / em > < / td > < td > Output synapses < / td > < / tr >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > a< / em > < / td > < td > Activation function < / td > < / tr >
2009-08-16 20:57:15 +02:00
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > th< / em > < / td > < td > Threshold, value in [0,1] that establishes how much a neuron must be 'sensitive' on variations of the input values < / td > < / tr >
2009-08-09 11:17:39 +02:00
< / table >
< / dl >
< / div >
< / div > < p >
< hr > < h2 > Member Function Documentation< / h2 >
< a class = "anchor" name = "29f2d9dcc4ca34f224d4dc39bb2f180a" > < / a > <!-- doxytag: member="neuralpp::Neuron::synIn" ref="29f2d9dcc4ca34f224d4dc39bb2f180a" args="(size_t i)" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > & neuralpp::Neuron::synIn < / td >
< td > (< / td >
< td class = "paramtype" > size_t < / td >
< td class = "paramname" > < em > i< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Get the i-th synapsis connected on the input of the neuron.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > i< / em > < / td > < td > Index of the input synapsis to get < / td > < / tr >
< / table >
< / dl >
< dl class = "return" compact > < dt > < b > Returns:< / b > < / dt > < dd > Reference to the i-th synapsis < / dd > < / dl >
< / div >
< / div > < p >
< a class = "anchor" name = "655f1637e1b754461413ac7fc2ffeebe" > < / a > <!-- doxytag: member="neuralpp::Neuron::synOut" ref="655f1637e1b754461413ac7fc2ffeebe" args="(size_t i)" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > & neuralpp::Neuron::synOut < / td >
< td > (< / td >
< td class = "paramtype" > size_t < / td >
< td class = "paramname" > < em > i< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Get the i-th synapsis connected on the output of the neuron.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > i< / em > < / td > < td > Index of the output synapsis to get < / td > < / tr >
< / table >
< / dl >
< dl class = "return" compact > < dt > < b > Returns:< / b > < / dt > < dd > Reference to the i-th synapsis < / dd > < / dl >
< / div >
< / div > < p >
2009-08-16 20:57:15 +02:00
< a class = "anchor" name = "4d252151c35839975838539d846d70be" > < / a > <!-- doxytag: member="neuralpp::Neuron::push_in" ref="4d252151c35839975838539d846d70be" args="(Synapsis s)" -->
2009-08-09 11:17:39 +02:00
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > void neuralpp::Neuron::push_in < / td >
< td > (< / td >
2009-08-16 20:57:15 +02:00
< td class = "paramtype" > < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > < / td >
2009-08-09 11:17:39 +02:00
< td class = "paramname" > < em > s< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
It pushes a new input synapsis.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > s< / em > < / td > < td > < a class = "el" href = "classneuralpp_1_1Synapsis.html" title = "Class for managing synapsis." > Synapsis< / a > to be pushed < / td > < / tr >
< / table >
< / dl >
< / div >
< / div > < p >
2009-08-16 20:57:15 +02:00
< a class = "anchor" name = "2c0acb0e6d413c4e0fc9e7939da1a684" > < / a > <!-- doxytag: member="neuralpp::Neuron::push_out" ref="2c0acb0e6d413c4e0fc9e7939da1a684" args="(Synapsis s)" -->
2009-08-09 11:17:39 +02:00
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > void neuralpp::Neuron::push_out < / td >
< td > (< / td >
2009-08-16 20:57:15 +02:00
< td class = "paramtype" > < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > < / td >
2009-08-09 11:17:39 +02:00
< td class = "paramname" > < em > s< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
It pushes a new output synapsis.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > s< / em > < / td > < td > < a class = "el" href = "classneuralpp_1_1Synapsis.html" title = "Class for managing synapsis." > Synapsis< / a > to be pushed < / td > < / tr >
< / table >
< / dl >
< / div >
< / div > < p >
< a class = "anchor" name = "ddf00ffef030b27ed11901aad08822bd" > < / a > <!-- doxytag: member="neuralpp::Neuron::setActv" ref="ddf00ffef030b27ed11901aad08822bd" args="(double a)" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > void neuralpp::Neuron::setActv < / td >
< td > (< / td >
< td class = "paramtype" > double < / td >
< td class = "paramname" > < em > a< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Change the activation value of the neuron.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > a< / em > < / td > < td > Activation value < / td > < / tr >
< / table >
< / dl >
< / div >
< / div > < p >
< a class = "anchor" name = "aa6e58f073a76b3481fea9115a4e6ea6" > < / a > <!-- doxytag: member="neuralpp::Neuron::setProp" ref="aa6e58f073a76b3481fea9115a4e6ea6" args="(double p)" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > void neuralpp::Neuron::setProp < / td >
< td > (< / td >
< td class = "paramtype" > double < / td >
< td class = "paramname" > < em > p< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Change the propagation value of the neuron.
< p >
< dl compact > < dt > < b > Parameters:< / b > < / dt > < dd >
< table border = "0" cellspacing = "2" cellpadding = "0" >
< tr > < td valign = "top" > < / td > < td valign = "top" > < em > p< / em > < / td > < td > Propagation value < / td > < / tr >
< / table >
< / dl >
2009-09-04 11:27:14 +02:00
< / div >
< / div > < p >
< a class = "anchor" name = "6fa3e8afc1c6e6e427773ba89a6fcb68" > < / a > <!-- doxytag: member="neuralpp::Neuron::setSynIn" ref="6fa3e8afc1c6e6e427773ba89a6fcb68" args="(size_t n)" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > void neuralpp::Neuron::setSynIn < / td >
< td > (< / td >
< td class = "paramtype" > size_t < / td >
< td class = "paramname" > < em > n< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
< / div >
< / div > < p >
< a class = "anchor" name = "d6ae3a93ecd11c345d931aee4ca248c1" > < / a > <!-- doxytag: member="neuralpp::Neuron::setSynOut" ref="d6ae3a93ecd11c345d931aee4ca248c1" args="(size_t n)" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > void neuralpp::Neuron::setSynOut < / td >
< td > (< / td >
< td class = "paramtype" > size_t < / td >
< td class = "paramname" > < em > n< / em > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
2009-08-09 11:17:39 +02:00
< / div >
< / div > < p >
< a class = "anchor" name = "55993867179f0ac7d1e0e2c460ceb611" > < / a > <!-- doxytag: member="neuralpp::Neuron::getActv" ref="55993867179f0ac7d1e0e2c460ceb611" args="()" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > double neuralpp::Neuron::getActv < / td >
< td > (< / td >
< td class = "paramname" > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Get the activation value of the neuron.
< p >
< dl class = "return" compact > < dt > < b > Returns:< / b > < / dt > < dd > Activation value for the neuron < / dd > < / dl >
< / div >
< / div > < p >
< a class = "anchor" name = "57c022f82213f662e2a263fc134a3fc9" > < / a > <!-- doxytag: member="neuralpp::Neuron::getProp" ref="57c022f82213f662e2a263fc134a3fc9" args="()" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > double neuralpp::Neuron::getProp < / td >
< td > (< / td >
< td class = "paramname" > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Get the propagation value of the neuron.
< p >
< dl class = "return" compact > < dt > < b > Returns:< / b > < / dt > < dd > Propagation value for the neuron < / dd > < / dl >
< / div >
< / div > < p >
2009-08-16 20:57:15 +02:00
< a class = "anchor" name = "928d9bf5aed600119c640779e4034f30" > < / a > <!-- doxytag: member="neuralpp::Neuron::propagate" ref="928d9bf5aed600119c640779e4034f30" args="()" -->
2009-08-09 11:17:39 +02:00
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
2009-08-16 20:57:15 +02:00
< td class = "memname" > void neuralpp::Neuron::propagate < / td >
2009-08-09 11:17:39 +02:00
< td > (< / td >
< td class = "paramname" > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
2009-08-16 20:57:15 +02:00
Compute the propagation value of the neuron and set it.
2009-08-09 11:17:39 +02:00
< p >
< / div >
< / div > < p >
< a class = "anchor" name = "ad97f1a082d5f969eb4c69ab454ecfbb" > < / a > <!-- doxytag: member="neuralpp::Neuron::nIn" ref="ad97f1a082d5f969eb4c69ab454ecfbb" args="()" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > size_t neuralpp::Neuron::nIn < / td >
< td > (< / td >
< td class = "paramname" > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Get the number of input synapsis for the neuron.
< p >
< dl class = "return" compact > < dt > < b > Returns:< / b > < / dt > < dd > Number of input synapsis < / dd > < / dl >
< / div >
< / div > < p >
< a class = "anchor" name = "fe458021e3b20d58dc608fb94ae2135b" > < / a > <!-- doxytag: member="neuralpp::Neuron::nOut" ref="fe458021e3b20d58dc608fb94ae2135b" args="()" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > size_t neuralpp::Neuron::nOut < / td >
< td > (< / td >
< td class = "paramname" > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Get the number of output synapsis for the neuron.
< p >
< dl class = "return" compact > < dt > < b > Returns:< / b > < / dt > < dd > Number of output synapsis < / dd > < / dl >
< / div >
< / div > < p >
< a class = "anchor" name = "2e2ccb69277fc3d992a3a3f2360ed154" > < / a > <!-- doxytag: member="neuralpp::Neuron::synClear" ref="2e2ccb69277fc3d992a3a3f2360ed154" args="()" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > void neuralpp::Neuron::synClear < / td >
< td > (< / td >
< td class = "paramname" > < / td >
< td > ) < / td >
< td > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
Remove input and output synapsis from a neuron.
< p >
< / div >
< / div > < p >
< hr > < h2 > Member Data Documentation< / h2 >
< a class = "anchor" name = "eec680c47272b2465e8d8a998c359853" > < / a > <!-- doxytag: member="neuralpp::Neuron::actv_val" ref="eec680c47272b2465e8d8a998c359853" args="" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > double < a class = "el" href = "classneuralpp_1_1Neuron.html#eec680c47272b2465e8d8a998c359853" > neuralpp::Neuron::actv_val< / a > < code > [private]< / code > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
< / div >
< / div > < p >
< a class = "anchor" name = "da75259de98b1a893c736666af6bfdc3" > < / a > <!-- doxytag: member="neuralpp::Neuron::prop_val" ref="da75259de98b1a893c736666af6bfdc3" args="" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > double < a class = "el" href = "classneuralpp_1_1Neuron.html#da75259de98b1a893c736666af6bfdc3" > neuralpp::Neuron::prop_val< / a > < code > [private]< / code > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
< / div >
< / div > < p >
2009-08-16 20:57:15 +02:00
< a class = "anchor" name = "7b16632868821d73dedcb8edaf6dbbef" > < / a > <!-- doxytag: member="neuralpp::Neuron::threshold" ref="7b16632868821d73dedcb8edaf6dbbef" args="" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > double < a class = "el" href = "classneuralpp_1_1Neuron.html#7b16632868821d73dedcb8edaf6dbbef" > neuralpp::Neuron::threshold< / a > < code > [private]< / code > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
< / div >
< / div > < p >
< a class = "anchor" name = "bd07357465bb7b29bb344400e9e08710" > < / a > <!-- doxytag: member="neuralpp::Neuron::in" ref="bd07357465bb7b29bb344400e9e08710" args="" -->
2009-08-09 11:17:39 +02:00
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
2009-08-16 20:57:15 +02:00
< td class = "memname" > std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < a class = "el" href = "classneuralpp_1_1Neuron.html#bd07357465bb7b29bb344400e9e08710" > neuralpp::Neuron::in< / a > < code > [private]< / code > < / td >
2009-08-09 11:17:39 +02:00
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
< / div >
< / div > < p >
2009-08-16 20:57:15 +02:00
< a class = "anchor" name = "982aceef324b7764e778d5949720bc55" > < / a > <!-- doxytag: member="neuralpp::Neuron::out" ref="982aceef324b7764e778d5949720bc55" args="" -->
2009-08-09 11:17:39 +02:00
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
2009-08-16 20:57:15 +02:00
< td class = "memname" > std::vector< < a class = "el" href = "classneuralpp_1_1Synapsis.html" > Synapsis< / a > > < a class = "el" href = "classneuralpp_1_1Neuron.html#982aceef324b7764e778d5949720bc55" > neuralpp::Neuron::out< / a > < code > [private]< / code > < / td >
2009-08-09 11:17:39 +02:00
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
< / div >
< / div > < p >
< a class = "anchor" name = "198ddd0d11a26d0052d52b787d6a0df0" > < / a > <!-- doxytag: member="neuralpp::Neuron::actv_f" ref="198ddd0d11a26d0052d52b787d6a0df0" args=")(double)" -->
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > double(* < a class = "el" href = "classneuralpp_1_1Neuron.html#198ddd0d11a26d0052d52b787d6a0df0" > neuralpp::Neuron::actv_f< / a > )(double)< code > [private]< / code > < / td >
< / tr >
< / table >
< / div >
< div class = "memdoc" >
< p >
< / div >
< / div > < p >
< hr > The documentation for this class was generated from the following file:< ul >
< li > < a class = "el" href = "neural_09_09_8hpp-source.html" > neural++.hpp< / a > < / ul >
< / div >
2009-09-04 11:27:14 +02:00
< hr size = "1" > < address style = "text-align: right;" > < small > Generated on Fri Sep 4 11:25:49 2009 for Neural++ by
2009-08-09 11:17:39 +02:00
< a href = "http://www.doxygen.org/index.html" >
< img src = "doxygen.png" alt = "doxygen" align = "middle" border = "0" > < / a > 1.5.6 < / small > < / address >
< / body >
< / html >
