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Artificial Neural Networks made easy with the FANN library

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28 Aug 2013CPOL24 min read 194.3K   10.6K   206  
Neural networks are typically associated with specialised applications, developed only by select groups of experts. This misconception has had a highly negative effect on its popularity. Hopefully, the FANN library will help fill this gap.
 
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>Bibliography</H1
><DIV
CLASS="biblioentry"
><A
NAME="bib.anderson_1995"
></A
><P
>[Anderson, 1995]&nbsp;<SPAN
CLASS="AUTHOR"
>J.A. Anderson</SPAN
>, 1995, <I
>An Introduction to Neural Networks</I
>, The MIT Press.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.anguita_1993"
></A
><P
>[Anguita, 1993]&nbsp;<SPAN
CLASS="AUTHOR"
>D. Anguita</SPAN
>, <I
>Matrix back propagation v1.1</I
>.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.bentley_1982"
></A
><P
>[Bentley, 1982]&nbsp;<SPAN
CLASS="AUTHOR"
>J.L. Bentley</SPAN
>, 1982, <I
>Writing Efficient Programs</I
>, Prentice-Hall.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.blake_1998"
></A
><P
>[Blake and Merz, 1998]&nbsp;<SPAN
CLASS="AUTHOR"
>C. Blake</SPAN
>, <SPAN
CLASS="AUTHOR"
>C. Merz</SPAN
>, 1998, <I
>UCI repository of machine learning databases</I
>, 
        <A
HREF="http://www.ics.uci.edu/mlearn/MLRepository.html"
TARGET="_top"
>&#13;        http://www.ics.uci.edu/mlearn/MLRepository.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.darrington_2003"
></A
><P
>[Darrington, 2003]&nbsp;<SPAN
CLASS="AUTHOR"
>J. Darrington</SPAN
>, 2003, <I
>Libann</I
>, 
        <A
HREF="http://www.nongnu.org/libann/index.html"
TARGET="_top"
>http://www.nongnu.org/libann/index.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.fahlman_1988"
></A
><P
>[Fahlman, 1988]&nbsp;<SPAN
CLASS="AUTHOR"
>S.E. Fahlman</SPAN
>, 1988, <I
>Faster-learning variations on back-propagation</I
>, 
        <A
HREF="http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/sef/www/publications/qp-tr.ps"
TARGET="_top"
>http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/sef/www/publications/qp-tr.ps</A
>
      , <I
>An empirical study</I
>.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.FSF_1999"
></A
><P
>[LGPL]&nbsp;<SPAN
CLASS="AUTHOR"
>Free Software Foundation</SPAN
>, 1999, <I
>GNU Lesser General Public License</I
>, Free Software Foundation, 
        <A
HREF="http://www.fsf.org/copyleft/lesser.html"
TARGET="_top"
>http://www.fsf.org/copyleft/lesser.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.hassoun_1995"
></A
><P
>[Hassoun, 1995]&nbsp;<SPAN
CLASS="AUTHOR"
>M.H. Hassoun</SPAN
>, 1995, <I
>Fundamentals of Artificial Neural Networks</I
>, The MIT Press.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.heller_2002"
></A
><P
>[Heller, 2002]&nbsp;<SPAN
CLASS="AUTHOR"
>J. Heller</SPAN
>, 2002, <I
>Jet's Neural Library</I
>, 
        <A
HREF="http://www.voltar.org/jneural/jneural_doc/"
TARGET="_top"
>http://www.voltar.org/jneural/jneural_doc/</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.hertz_1991"
></A
><P
>[Hertz et al., 1991]&nbsp;<SPAN
CLASS="AUTHOR"
>J. Hertz</SPAN
>, <SPAN
CLASS="AUTHOR"
>A. Krogh</SPAN
>, <SPAN
CLASS="AUTHOR"
>R.G. Palmer</SPAN
>, 1991, <I
>Introduction to The Theory of Neural Computing</I
>, Addison-Wesley Publishing Company.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.IDS_2000"
></A
><P
>[IDS, 2000]&nbsp;<SPAN
CLASS="AUTHOR"
>ID Software</SPAN
>, 2000, <I
>Quake III Arena</I
>, 
        <A
HREF="http://www.idsoftware.com/games/quake/quake3-arena/"
TARGET="_top"
>&#13;        http://www.idsoftware.com/games/quake/quake3-arena/</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.igel_2000"
></A
><P
>[Igel and H�sken, 2000]&nbsp;<SPAN
CLASS="AUTHOR"
>Christian Igel</SPAN
>, <SPAN
CLASS="AUTHOR"
>Michael H�sken</SPAN
>, 2000, <I
>Improving the Rprop Learning Algorithm</I
>, 
        <A
HREF="http://citeseer.ist.psu.edu/igel00improving.html"
TARGET="_top"
>&#13;        http://citeseer.ist.psu.edu/igel00improving.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.kaelbling_1996"
></A
><P
>[Kaelbling, 1996]&nbsp;<SPAN
CLASS="AUTHOR"
>L.P. Kaelbling</SPAN
>, <SPAN
CLASS="AUTHOR"
>M.L. Littman</SPAN
>, <SPAN
CLASS="AUTHOR"
>A.P. Moore</SPAN
>, 1996, <I
>Reinforcement Learning</I
><I
>: </I
><I
>A New Survey</I
>, Journal of Artificial Intelligence Research, 4, 237-285.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.lecun_1990"
></A
><P
>[LeCun et al., 1990]&nbsp;<SPAN
CLASS="AUTHOR"
>Y. LeCun</SPAN
>, <SPAN
CLASS="AUTHOR"
>J. Denker</SPAN
>, <SPAN
CLASS="AUTHOR"
>S. Solla</SPAN
>, <SPAN
CLASS="AUTHOR"
>R.E. Howard</SPAN
>, <SPAN
CLASS="AUTHOR"
>L.D. Jackel</SPAN
>, 1990, <I
>Advances in Neural Information Processing Systems II</I
>.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.nguyen_1990"
></A
><P
>[Nguyen and Widrow, 1990]&nbsp;<I
>Reinforcement Learning</I
>, <SPAN
CLASS="AUTHOR"
>Derrick Nguyen</SPAN
>, <SPAN
CLASS="AUTHOR"
>Bernard Widrow</SPAN
>, 1990, Proc. IJCNN, 3, 21-26, 
        <A
HREF="http://www.cs.montana.edu/~clemens/nguyen-widrow.pdf"
TARGET="_top"
>http://www.cs.montana.edu/~clemens/nguyen-widrow.pdf</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.nissen_2003"
></A
><P
>[Nissen et al., 2003]&nbsp;<SPAN
CLASS="AUTHOR"
>S. Nissen</SPAN
>, <SPAN
CLASS="AUTHOR"
>J. Damkj�r</SPAN
>, <SPAN
CLASS="AUTHOR"
>J. Hansson</SPAN
>, <SPAN
CLASS="AUTHOR"
>S. Larsen</SPAN
>, <SPAN
CLASS="AUTHOR"
>S. Jensen</SPAN
>, 2003, <I
>Real-time image processing of an ipaq based robot with fuzzy logic (fuzzy)</I
>, 
        <A
HREF="http://www.hamster.dk/~purple/robot/fuzzy/weblog/"
TARGET="_top"
>&#13;        http://www.hamster.dk/~purple/robot/fuzzy/weblog/</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.nissen_2002"
></A
><P
>[Nissen et al., 2002]&nbsp;<SPAN
CLASS="AUTHOR"
>S. Nissen</SPAN
>, <SPAN
CLASS="AUTHOR"
>S. Larsen</SPAN
>, <SPAN
CLASS="AUTHOR"
>S. Jensen</SPAN
>, 2003, <I
>Real-time image processing of an iPAQ based robot (iBOT)</I
>, 
        <A
HREF="http://www.hamster.dk/~purple/robot/iBOT/report.pdf"
TARGET="_top"
>&#13;        http://www.hamster.dk/~purple/robot/iBOT/report.pdf</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.OSDN_2003"
></A
><P
>[OSDN, 2003]&nbsp;2003, <I
>SourceForge.net</I
>, 
        <A
HREF="http://sourceforge.net/"
TARGET="_top"
>http://sourceforge.net/</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.pendleton_1993"
></A
><P
>[Pendleton, 1993]&nbsp;<SPAN
CLASS="AUTHOR"
>R.C. Pendleton</SPAN
>, 1993, <I
>Doing it Fast</I
>, 
        <A
HREF="http://www.gameprogrammer.com/4-fixed.html"
TARGET="_top"
>http://www.gameprogrammer.com/4-fixed.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.prechelt_1994"
></A
><P
>[Prechelt, 1994]&nbsp;<SPAN
CLASS="AUTHOR"
>L. Prechelt</SPAN
>, 1994, <I
>Proben1</I
><I
>: </I
><I
>A set of neural network benchmark problems and benchmarking rules</I
>.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.riedmiller_1993"
></A
><P
>[Riedmiller and Braun, 1993]&nbsp;<SPAN
CLASS="AUTHOR"
> Riedmiller</SPAN
>, <SPAN
CLASS="AUTHOR"
> Braun</SPAN
>, 1993, <I
>A direct adaptive method for faster backpropagation learning: The RPROP algorithm</I
>, 586-591, 
        <A
HREF="http://citeseer.nj.nec.com/riedmiller93direct.html"
TARGET="_top"
>&#13;        http://citeseer.nj.nec.com/riedmiller93direct.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.sarle_2002"
></A
><P
>[Sarle, 2002]&nbsp;<SPAN
CLASS="AUTHOR"
>W.S. Sarle</SPAN
>, , <I
>Neural Network FAQ</I
>, 
        <A
HREF="ftp://ftp.sas.com/pub/neural/FAQ2.html#A_binary"
TARGET="_top"
>ftp://ftp.sas.com/pub/neural/FAQ2.html#A_binary</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.pemstein"
></A
><P
>[Pemstein, 2002]&nbsp;<SPAN
CLASS="AUTHOR"
>Dan Pemstein</SPAN
>, 2002, <I
>ANN++</I
>, 
        <A
HREF="http://savannah.nongnu.org/projects/annpp/"
TARGET="_top"
>http://savannah.nongnu.org/projects/annpp/</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.tettamanzi_2001"
></A
><P
>[Tettamanzi and Tomassini, 2001]&nbsp;<SPAN
CLASS="AUTHOR"
>A. Tettamanzi</SPAN
>, <SPAN
CLASS="AUTHOR"
>M. Tomassini</SPAN
>, , <I
>Soft Computing</I
>, Springer-Verlag.</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.fiesler_1997"
></A
><P
>[Thimm and Fiesler, High-Order and Multilayer Perceptron Initialization, 1997]&nbsp;<SPAN
CLASS="AUTHOR"
>Georg Thimm</SPAN
>, <SPAN
CLASS="AUTHOR"
>Emile Fiesler</SPAN
>, March 1997, <I
>High-Order and Multilayer Perceptron Initialization</I
>, IEEE Transactions on Neural Networks, 8, 2, 249-259, 
        <A
HREF="http://citeseer.ist.psu.edu/thimm96high.html"
TARGET="_top"
>http://citeseer.ist.psu.edu/thimm96high.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.thimm_1997"
></A
><P
>[Thimm and Fiesler, 1997]&nbsp;<SPAN
CLASS="AUTHOR"
>G Thimm</SPAN
>, <SPAN
CLASS="AUTHOR"
>E Fiesler</SPAN
>, 1997, <I
>Optimal Setting of Weights, Learning Rate, and Gain</I
>, 
        <A
HREF="http://citeseer.ist.psu.edu/thimm97optimal.html"
TARGET="_top"
>http://citeseer.ist.psu.edu/thimm97optimal.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.van_rossum_2003"
></A
><P
>[van Rossum, 2003]&nbsp;<SPAN
CLASS="AUTHOR"
>P. van Rossum</SPAN
>, 2003, <I
>Lightweight neural network</I
>, 
        <A
HREF="http://lwneuralnet.sourceforge.net/"
TARGET="_top"
>http://lwneuralnet.sourceforge.net/</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.van_waveren_2001"
></A
><P
>[van Waveren, 2001]&nbsp;<SPAN
CLASS="AUTHOR"
>J.P. van Waveren</SPAN
>, 2001, <I
>The quake III arena bot</I
>, 
        <A
HREF="http://www.kbs.twi.tudelft.nl/Publications/MSc/2001-VanWaveren-MSc.html"
TARGET="_top"
>&#13;	http://www.kbs.twi.tudelft.nl/Publications/MSc/2001-VanWaveren-MSc.html</A
>
      .</P
><DIV
CLASS="BIBLIOENTRYBLOCK"
STYLE="margin-left: 0.5in"
></DIV
></DIV
><DIV
CLASS="biblioentry"
><A
NAME="bib.zell_2003"
></A
><P
>[Zell, 2003]&nbsp;<SPAN
CLASS="AUTHOR"
>A. Zell</SPAN
>, 2003, <I
>Stuttgart neural network simulator</I
>, 
        <A
HREF="http://www-ra.informatik.uni-tuebingen.de/SNNS/"
TARGET="_top"
>http://www-ra.informatik.uni-tuebingen.de/SNNS/</A
>
      .</P
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