neural networks algorithms applications and programming techniques phần 4 ppt
neural networks algorithms applications and programming techniques phần 4 ppt
... sonar targets. Neural Networks,
1(1):76-90, 1988.
[4] Robert
Hecht-Nielsen.
Neurocomputing.
Addison-Wesley, Reading, MA,
1990.
[5] Geoffrey E. Hinton and Terrence J. Sejnowski. Neural network ... Sejnowski and Charles R. Rosenberg. Parallel networks that
learn to pronounce English text. Complex Systems, 1: 145 -168, 1987.
[10]
Philip D.
Wasserman.
Neural Computing: Theory...
neural networks algorithms applications and programming techniques phần 1 ppt
... in terms of sequential algorithms.
Many problems are not suited to this approach, however, causing us to expend
Neural Networks
Algorithms, Applications,
and Programming Techniques
James A. Freeman
David ... understanding of the operation of the specific networks presented
• The ability to program simulations of those networks successfully
• The ability to apply neural ne...
neural networks algorithms applications and programming techniques phần 2 pptx
... Neurocomputer applications. In Rolf Eckmiller
and Christoph v.d. Malsburg, editors, Neural Computers, pages
44 5 -45 4.
Springer-Verlag,
1988. NATO ASI Series F: Computers and System Sci-
ences Vol.
41 .
[12] ... neural
net and conventional classifiers. In Proceedings of the IEEE First Interna-
tional Conference on
Neural
Networks, San Diego, CA, pp. iv .48 5-iv .49 4
June...
neural networks algorithms applications and programming techniques phần 9 pptx
... of
T = (4. 151 ,4. 151 ,4. 151 ,4. 151 ,4. 151 ,4. 151)'
Because all of the activities are the same, the first unit becomes the winner and
the activity vector becomes
T =
(4. 151,0,0,0,0,0)'
and the ... (0.206,0.722,0.0288,0.515,0 .41 2)*
v = (2.269,7. 942 ,0.000,5.672 ,4. 538)'
u = (0.206,0.722,0.000,0.516,0 .41 3)'
p = (0.206,0.722,0.000,0.516,0 .41 3)'
q = (0....
neural networks algorithms applications and programming techniques phần 3 docx
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44 45
Weight matrix: 5th row, 5th column
~
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neural networks algorithms applications and programming techniques phần 5 pdf
... Morris W.
Hirsch
and Stephen
Smale.
Differential Equations, Dynamical
Systems, and Linear Algebra. Academic Press, New York, 19 74.
[4] John J. Hopfield. Neural networks and physical systems ... have
u
X
i(t
+ 1) =
uxitt)
+
&u
xt
(4. 33)
and
vxt
=
9Xr(u
X
i)
=
^(l
+
tanh(Awxi))
(4. 34)
If we substitute
TXI.YJ
from Eq. (4. 30) into Eq. (4. 31), and define...
neural networks algorithms applications and programming techniques phần 6 potx
... Cambridge,
MA, pages
6 14- 6 34,
1988. Reprinted from IEEE Transactions of Pattern
Analysis and Machine Intelligence
PAMI-6:
721- 741 , 19 84.
[3] G. E. Hinton and T. J. Sejnowski. Learning and
relearning
... Cognitive
Science
9: 147 -169,
1985.
[2] Stuart
Geman
and Donald Geman. Stochastic relaxation, Gibbs distribu-
tions, and the Bayesian restoration of images. In Jam...
neural networks algorithms applications and programming techniques phần 7 pot
... of the problem.
6 .4 The CPN Simulator
249
outs
weights
Figure 6. 24 The complete data structure for the CPN is shown. These
structures are representative of all the layered networks that
we simulate ... television monitor, and robot all interface
to a desktop computer that simulates the neural network and houses a video
frame-grabber board. The architecture is an example of how a...
neural networks algorithms applications and programming techniques phần 8 ppsx
... various learning methods for neural networks, as
well as a review of the necessary mathematics.
Bibliography
[1] Willian Y. Huang and Richard P. Lippmann. Neural net and traditional
classifiers. ... Sciences.
Springer-Verlag,
New York,
19 84.
[3] Teuvo Kohonen. The " ;neural& quot; phonetic typewriter. Computer, 21(3): 11-22,
March 1988.
[4] H. Ritter and K. Schulten. Topol...
neural networks algorithms applications and programming techniques phần 10 potx
... 2 64
Hopfield,
John J., 41 , 127, 155, 157, 167, 169,
190
Hopfield memory (network), 127, 141 -157,
170,
178
continuous, 141 , 144 , 146
discrete, 141
high-gain limit, 150
Huang,
William Y., 41 , ... output, 227, 229
quenching, 19
sigmoid, 98, 99, 103,
1 14,
144 , 145 , 146 ,
227,
230,
319
gain, 19, 392
gain
parameter,
144 , 145 , 148
Gaussiin
function, 278
Gelatt.lc. D., 212...
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