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The Making of a Neuromorphic Visual System (Paperback, 2005 ed.)
Loot Price: R4,228
Discovery Miles 42 280
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The Making of a Neuromorphic Visual System (Paperback, 2005 ed.)
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Donate to Against Period Poverty
Total price: R4,248
Discovery Miles: 42 480
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Arma virumque cano, Trojae qui primus ab oris Italiamfato profugus,
Laviniaque venit litora. This is the beginning of Ovid's story
about Odysseus leaving Trojae to find his way home. I here tell
about my own Odysee-like ex- riences that I have undergone when I
attempted to simulate visual recognition. The Odyssee started with
a structural description - tempt, then continued with region
encoding with wave propagation and may possibly continue with a
mixture of several shape descr- tion methods. Although my odyssey
is still under its way I have made enough progress to convey the
gist of my approach and to compare it to other vision systems. My
driving intuition is that visual category representations need to
be loose in order to be able to cope with the visual structural va-
ability existent within categories and that these loose
representations are somehow expressed as neural activity in the
nervous system. I - gard such loose representations as the cause
for experiencing visual illusions and the cause for many of those
effects discovered in att- tional experiments. During my effort to
find such loose represen- tions, I have made sometimes unexpected
experiences that forced me to continuously rethink my approach and
to abandon or turn over some of my initially strongly believed
viewpoints.
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