AminetAminet
Search:
84782 packages online
About
Recent
Browse
Search
Upload
Setup
Services

dev/misc/neural_net_v3.lha

Mirror:Random
Showing: ppc-amigaos icongeneric icon
No screenshot available
Short:C/C++ Neural network code
Uploader:
Type:dev/misc
Architecture:m68k-amigaos
Date:1992-10-22
Download:dev/misc/neural_net_v3.lha - View contents
Readme:dev/misc/neural_net_v3.readme
Downloads:720

Readme_V3.1st:

     This package contains all the functions necessary to generate a
Neural network which you can train and use in your programs.  This
package contains the C/C++ code for a single hidden layer, and a
2 hidden layer neural network.  The network is feedforward and fully
connected.  You may specify an size for each layer at run-time.
I could have made one Neural_network class that could have the number
of hidden layers specified at run time but it would make the class
interface ugly and somewhat hard to use.  Since most neural networks
(not all) use either one or two hidden layers, this should be enough
for most cases.
     Also included is C++ code to train and test a Time-Delay neural net.
It has two hidden layers and you should see the header file if you
do not know what the structure of a TDNN is.  I do not have time right now
to convert it to C.

This code is Public Domain and anyone can use it in any type of program.
(I hate copyrighted or restricted use class libraries)

     This is version 3 of the C++ Neural network code.  I have made
significant changes to the code.  The names of the classes and a few
functions have been changed.  I added the hybrid delta-bar-delta alg.
and the random optimization algorithm.  Now included is a Time-Delay
neural net class.

    I have tested the Neural_network1 and Neural_network2 classes
extensively and believe there are no major or minor bugs.  I have
somewhat tested the C code and I am pretty sure it is as reliable as
the C++ code from which it was converted.  The Time-Delay NN class I
have not had a chance to seriously test so there may be some bugs in
it but I hope not.

I would like to here from anyone using this code on its performance, any
improvements, options that should be added, or bugs. I will continue to
support both the C and C++ code and make future enhancements as new
algorithms come out.


Charles Anstey
anstey@sun.soe.clarkson.edu


Contents of dev/misc/neural_net_v3.lha
 PERMSSN    UID  GID    PACKED    SIZE  RATIO     CRC       STAMP          NAME
---------- ----------- ------- ------- ------ ---------- ------------ -------------
[generic]                  282     459  61.4% -lh5- fdd6 Oct  2  1992 Neural_network/C++_code/gaussian_rand.h
[generic]                 4572   25318  18.1% -lh5- adb3 Oct 21  1992 Neural_network/C++_code/Neural_network1.cc
[generic]                 6437   23614  27.3% -lh5- 5a0d Oct 21  1992 Neural_network/C++_code/Neural_network1.h
[generic]                  820    3217  25.5% -lh5- ecad Oct 21  1992 Neural_network/C++_code/neural_network1_2.cc
[generic]                 5244   32555  16.1% -lh5- 7b01 Oct 22  1992 Neural_network/C++_code/neural_network2.cc
[generic]                 6561   24447  26.8% -lh5- f435 Oct 21  1992 Neural_network/C++_code/neural_network2.h
[generic]                  900    4146  21.7% -lh5- ff1c Oct 20  1992 Neural_network/C++_code/neural_network2_2.cc
[generic]                 6632   43065  15.4% -lh5- 203b Oct 22  1992 Neural_network/C++_code/td_neural_network.cc
[generic]                 6904   26022  26.5% -lh5- 6746 Oct 22  1992 Neural_network/C++_code/td_neural_network.h
[generic]                 1053    5142  20.5% -lh5- 81b3 Oct 22  1992 Neural_network/C++_code/td_neural_network2.cc
[generic]                 1250    3270  38.2% -lh5- 673d Oct 21  1992 Neural_network/C++_code/xor_bp1.cc
[generic]                 1250    3272  38.2% -lh5- 317f Oct 21  1992 Neural_network/C++_code/xor_bp2.cc
[generic]                 1249    3681  33.9% -lh5- a929 Oct 21  1992 Neural_network/C++_code/xor_rand_opt1.cc
[generic]                 1252    3683  34.0% -lh5- ad87 Oct 21  1992 Neural_network/C++_code/xor_rand_opt2.cc
[generic]                 1019    2528  40.3% -lh5- 1cf5 Oct 22  1992 Neural_network/C_code/C_programmers.readme
[generic]                  243     403  60.3% -lh5- f656 Oct 22  1992 Neural_network/C_code/gaussian_rand.c
[generic]                  291     516  56.4% -lh5- 5af4 Oct 22  1992 Neural_network/C_code/gaussian_rand.h
[generic]                 5653   35092  16.1% -lh5- f50f Oct 22  1992 Neural_network/C_code/neural_net1.c
[generic]                 7075   28951  24.4% -lh5- d9b8 Oct 22  1992 Neural_network/C_code/neural_net1.h
[generic]                  846    3548  23.8% -lh5- 4b91 Oct 22  1992 Neural_network/C_code/neural_net1_2.c
[generic]                 6402   44442  14.4% -lh5- 9e21 Oct 22  1992 Neural_network/C_code/neural_net2.c
[generic]                 7220   30327  23.8% -lh5- 27f5 Oct 22  1992 Neural_network/C_code/neural_net2.h
[generic]                  927    4683  19.8% -lh5- 3d28 Oct 22  1992 Neural_network/C_code/neural_net2_2.c
[generic]                 1301    3560  36.5% -lh5- 50f7 Oct 22  1992 Neural_network/C_code/xor_bp1.c
[generic]                 1303    3562  36.6% -lh5- efee Oct 22  1992 Neural_network/C_code/xor_bp2.c
[generic]                 1280    4023  31.8% -lh5- 2c77 Oct 22  1992 Neural_network/C_code/xor_rand_opt1.c
[generic]                 1282    4025  31.9% -lh5- c0fe Oct 22  1992 Neural_network/C_code/xor_rand_opt2.c
[generic]                  420     717  58.6% -lh5- 2252 Oct 22  1992 Neural_network/Future.enhancements
[generic]                 7906   28451  27.8% -lh5- a2b7 Oct 22  1992 Neural_network/Neural_network.doc
[generic]                 1803    6565  27.5% -lh5- ee3e Oct 22  1992 Neural_network/Readme_V3.1st
---------- ----------- ------- ------- ------ ---------- ------------ -------------
 Total        30 files   89377  403284  22.2%            Oct 22  1992
Page generated in 0.02 seconds
Aminet © 1992-2024 Urban Müller and the Aminet team. Aminet contact address: <aminetaminet net>