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Winner-take-all (computing)

Winner-take-all is a computational principle applied in computational models of neural networks by which neurons in a layer compete with each other… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Neuromorphic systems using memristive devices provide a brain-inspired alternative to the classical von Neumann processor… 
2010
2010
Most neural networks have a basic competitive learning rule on top of a more involved processing algorithm. This work highlights… 
2007
2007
For underwater and aerial images, the dispersing in atmosphere and the fluctuation in current flow are essential factors to… 
2006
2006
This paper proposes a novel method for recognizing palmprint using the winner-take-all (WTA) network based independent component… 
2003
2003
In this paper, we investigate several fusion techniques for designing a composite classifier to improve the performance… 
1999
1999
The winner-takes-all (WTA) circuits are very common elements in the VLSI implementation of neural networks, fuzzy systems and… 
1999
1999
The master-slave synchronization of a complex chaotic system using multiplex pulse trains is considered. Each master outputs a… 
1997
1997
Winner-Take-All (WTA) structures are widely used in hardware implementations of neural networks and dedicated fuzzy processors… 
1996
1996
We describe a novel scheme for asynchronous communication of information out of two dimensional processing arrays. Our… 
Highly Cited
1993