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. II-381-II-384.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor/in
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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
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. 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. doi:10.1109/MWSCAS.2004.1354173
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, 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 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, 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. (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. 2004.Vol. 2. II-381-II-384.

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