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dev/misc/neural_net_v3.lha |
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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
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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
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