Pattern synchronization for associative memory in pulse coded neural networks
Witkowski U, Rückert U (2004)
In: Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on., 2. IEEE: II-381-II-384.
Konferenzbeitrag
| Veröffentlicht | Englisch
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Autor*in
Witkowski, U.;
Rückert, UlrichUniBi
Abstract / Bemerkung
For image processing a lot of algorithms have been
developed in the past that are well suited for specific tasks. These
algorithms are often optimized for high performance computers
with high power consumption, thus, it is not possible to use these
algorithms for mobile applications. In this paper, a massive parallel
vision system is partly discussed which is biologically inspired
and requires less power. This system consists of several layers of
pulsed neural networks, e.g. some layers form specific features
detectors to decompose the input image in several features. The
features are completed or bound by an associative memory that
needs a synchronized input pulse pattern. In this paper, we focus
on the synchronization stage of the system that is combined with
the associative memory. The discussed synchronization unit detects
correlated pulses in the network, collects them and activates
a synchrones output pattern.
Stichworte
synchrones output pattern;
pulse coded neural networks;
power consumption;
pattern synchronization;
parallel vision system;
mobile applications;
image processing;
neural nets;
input image;
parallel processing;
feature detectors;
associative memory;
image processing;
associative processing;
synchronization stage;
content-addressable storage;
computer architecture
Erscheinungsjahr
2004
Titel des Konferenzbandes
Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
Band
2
Seite(n)
II-381-II-384
ISBN
078038346X
Page URI
https://pub.uni-bielefeld.de/record/2285962
Zitieren
Witkowski U, Rückert U. Pattern synchronization for associative memory in pulse coded neural networks. In: Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on. Vol 2. IEEE; 2004: II-381-II-384.
Witkowski, U., & Rückert, U. (2004). Pattern synchronization for associative memory in pulse coded neural networks. Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on, 2, II-381-II-384. IEEE. https://doi.org/10.1109/MWSCAS.2004.1354173
Witkowski, U., and Rückert, Ulrich. 2004. “Pattern synchronization for associative memory in pulse coded neural networks”. In Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on, 2:II-381-II-384. IEEE.
Witkowski, U., and Rückert, U. (2004). “Pattern synchronization for associative memory in pulse coded neural networks” in Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on, vol. 2, (IEEE), II-381-II-384.
Witkowski, U., & Rückert, U., 2004. Pattern synchronization for associative memory in pulse coded neural networks. In Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on. no.2 IEEE, pp. II-381-II-384.
U. Witkowski and U. Rückert, “Pattern synchronization for associative memory in pulse coded neural networks”, Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on, vol. 2, IEEE, 2004, pp.II-381-II-384.
Witkowski, U., Rückert, U.: Pattern synchronization for associative memory in pulse coded neural networks. Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on. 2, p. II-381-II-384. IEEE (2004).
Witkowski, U., and Rückert, Ulrich. “Pattern synchronization for associative memory in pulse coded neural networks”. Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on. IEEE, 2004.Vol. 2. II-381-II-384.
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