Searching for authors named "Nicolas Donckers" – sorted by Relevance.

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3 documents found, showing 1 through 3.

Recursive learning rules for SOMs
by John A. Lee, Nicolas Donckers, Michel Verleysen — 2001 — In
…Introduction Self-Organizing Maps (SOMs, [1,2]) are well known in the domain of Vector Quantization (VQ). Unlike other VQ methods, the neurons (or prototypes) used for the quantization are given a position in a grid, which is often one- or two-dimensional. This predefined geometrical organization, …
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Granada (Spain), 7-9 April 1999, IEEE Computer Society, ISBN 0-7695-0043-9, pp. 360 -- 365
by Design Of Complementary, Nicolas Donckers, Carlos Dualibe, Michel Verleysen — 1999 — Proc. 7th Int. Conf. on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, IEEE Comput. Soc, Los Alamitos
…A novel architecture for winner-take-all (WTA) and looser-take-all (LTA) circuits is proposed. As compared with other realisations, the LTA does not require input subtraction from a reference, which decreases accuracy and input dynamics. The architectures have been designed using the g m /I D method…
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A Current-Mode Cmos Loser-Take-All With
by Minimum Function For, Nicolas Donckers, Carlos Dualibe, Michel Verleysen
…A novel architecture for loser-take-all functions is proposed. Inputs and outputs of the circuit are currents, which make the circuit appropriated for low-voltage neural hardware computation. In contrast to most existing realisations the circuit does not require subtraction from a fixed reference wh…
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