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Noam Chomsky on "Terror and Just Response"
(Noam Chomsky is one of the fathers of Computer Science, like John von Neumann, Alan Turing, Konrad Zuse, Ludwig Wittgenstein, Norbert Wiener, etc.!)
André Vltchek: "Western Terror: From Potosí To Baghdad"

Date::Calc 5.4 Demo: International Eternal Gregorian Calendar
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Who am I

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Diploma Thesis (1992)

In my diploma thesis [895k] (unfortunately in German only - see also this directory of individual files or download it all at once [483k]) I implemented several algorithms for "supervised learning" of "backpropagation" neural networks (see the simulation program [118k] written in VAX Pascal - fortunately in English), which were taken from literature, and compared their performance in a benchmark. To make a long story short, Schmidhuber's algorithm for searching zeroes of the error function (instead of local minima like the other algorithms), by a kind of Newton approximation, was by far the best, especially when combined with random presentation of patterns with a selection probability proportional to their error (i.e., the measure of deviation from the expected output), an invention of mine (from a vocabulary training program I had written for myself when I was learning Spanish at the university). Another huge advantage of this algorithm is that it is free of parameters.

[Foto#1] [Foto#2] [Foto#3] [Foto#4] [Foto#5] [Foto#6]


Last modified: Tuesday, 03-Jun-2008 23:10:32 CEST

Copyright © 1997 - 2005 by Steffen Beyer.
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