 .   -
 


          .   ,                 .





 

  -



 



 ,2019



ISBN978-5-0050-9645-6

     Ridero




   



MemBrain       Microsoft Windows,      . -    freeware.       .  :

http://www.membrain-nn.de/english/download_en.htm (http://www.membrain-nn.de/english/download_en.htm).




   MemBrain


   MemBrain :

      (  dll)    C-Code  .

 -      ;

  蠫 ;

        ;

      .

MemBrain       ,      .

ʠ        .   ,             .

               .             .      ,        .

      蠖      ,             .      MemBrain        .

      ,    ,          :      蠖          .

 MemBrain,        ,  ,      .

    dll  MemBrain     . Dll        .

   MemBrain        C,    ,     :        .

-     MemBrain     ,    ,    ,          ,     .

MemBrain    C++,   ,    񸠖        ,             .

 MemBrain        MemBrain DLL,    .  ,  , 蠖   , .

    .  Jetter    ,             .




 


  MemBrain   MemBrain_Help. pdf  MemBrain.chm.     :








 ,     : MemBrain Examples.chm Popko MEMBRAIN ARTIFICIAL NEURON NETWORK.pdf.




  


 MemBrain     :








Ƞ    , :









   



   MemBrain. pdf  MemBrain.chm.  :http://www.membrain-nn.de/ (http://www.membrain-nn.de/)




  


          . MemBrain          .

    <View>   :

<View> <Show Links>: checked

<View> <Show Activation Spikes On Links>: unchecked

<View> <Show Fire Indicators>: unchecked

<View> <Use Display Cache>: checked

<View> <Black Background>: unchecked (       )

<View> <Snap ToGrid>: checked

  <Teach>   <Set Teach Speed>.  0ms<OK>

  <Edit>  <Default Properties> .       MemBrain .

 <Edit Neuron Properties>   :








  <Appearance>:








:   

 <Normalization> ,    :








 <Edit Link Properties> ,    :








 <Customize Activation Functions>   :








 

MemBrain    ,    <View>.         .

<> < >  ,    .        .    ,    .  ,      ,     ,      .

<> <   >  ,     .

<> <  >  ,          ,    (  <>0).

   ,    .

   <> < > ,    .

 堖   ,   .








<View> <Show Winner Neuron>

 Show Winner Neuron ,     ()      Think  :








  , ,   -   (SOM).



 <> <   >    ,     .       .        .



 <> <  >             .      .



 <> <  >     , MemBrain             .      ,      .  ,     ,             ,  ,  .



 <> <  (  )>

      ,        ,         Auto Think.

Auto Think        .



 <> < >

 /    .



 <> <   >

  ,         .



 <> <   Think>

   ,      Auto Think    Think .



       MemBrain

           <> < >.

        ,    <> < > <  >    <Ctrl> + T .            MemBrain.

           MamBrain.



 

  MemBrain            .    ,   <View> <Snap ToGrid>  .

    ( ),      :   <View> <Display Grid>  ,   /  .

       5500,  <View> <Set Grid Width >.   :   45.

            :  <Edit> <Snap Selection toGrid>  .



.

    MemBrain  .   .   .

     .

 ,       .  .




 MemBrain (Neurons inMemBrain)


 MemBrain :








N1   (Hidden Neuron)

N2   (Input Neuron);

N3   (Output Neuron);

N4     (activation threshold   (properties) ),     (-    ).        .

 MemBrain      ,    .  ,         <View> <Show Links>.

N1, N2, N3 N4   .        .    .

        :   0   .    ,       ,       -1.      .       1:








 ,          .



   (Adding Single Neurons)

     ,   <Insert> <New Neurons>         :








  ,      .

       ,    .       .      .  ,     , 








 ,   <Insert> <New Neurons>      <ESC> .

:         (navigate)  .   Snap toGrid ,        .    ,     ,      .

      ,   <Edit> <Default Properties >  .      ,     ,   <SPACE>  ,    MemBrain     .      .      MemBrain  .



   (Changing Neuron Properties)

      ,       .

         <>  ,

  <Edit> <Properties>  ,

      (   ,   )

  <ENTER> .

  :








     ,      ,     MemBrains Neuron Model.




  .


   .

   ,     (https://www.litres.ru/aleksandr-kirichenko/universalnyy-neyropaket-graficheskiy-neyrosetevoy-red/)  .

      Visa, MasterCard, Maestro,    ,   ,     ,  PayPal, WebMoney, ., QIWI ,       .


