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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… (More)
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Topic mentions per year

Topic mentions per year

1988-2017
05101519882017

Related topics

Related topics

10 relations
Artificial neural networkCMOSCompetitive learningLeabra
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Related mentions per year

Related mentions per year

1942-2018
19401960198020002020
Winner-take-all (computing)
Artificial neural network
CMOS
Recurrent neural network
SPICE 2
Self-organizing map

Papers overview

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2017
2017
Distributed Winner-Take-All in Dynamic Networks
This paper is concerned with the winner-take-all (WTA) problem on networks. We propose the first distributed protocol to address… (More)
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2011
2011
Collective Stability of Networks of Winner-Take-All Circuits
The neocortex has a remarkably uniform neuronal organization, suggesting that common principles of processing are employed… (More)
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2009
2009
Computation with Spikes in a Winner-Take-All Network
The winner-take-all (WTA) computation in networks of recurrently connected neurons is an important decision element of many… (More)
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2007
2007
Training Winner-Take-All Simultaneous Recurrent Neural Networks
The winner-take-all (WTA) network is useful in database management, very large scale integration (VLSI) design, and digital… (More)
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Highly Cited
2000
Highly Cited
2000
On the Computational Power of Winner-Take-All
This article initiates a rigorous theoretical analysis of the computational power of circuits that employ modules for computing… (More)
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2000
2000
Winner-take-all neural networks using the highest threshold
In this paper, we propose a fast winner-take-all (WTA) neural network by dynamically accelerating the mutual inhibition among… (More)
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1999
1999
Analysis for a class of winner-take-all model
Recently we have proposed a simple circuit of winner-take-all (WTA) neural network. Assuming no external input, we have derived… (More)
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1999
1999
Design of Complementary Low-Power CMOS Architectures for Looser-take-all and Winner-take-all
A novel architecture for winner-take-all (WTA) and looser-take-all (LTA) circuits is proposed. As compared with other… (More)
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1999
1999
A Winner-Take-All Circuit with Controllable Soft Max Property
I describe a silicon network consisting of a group of excitatory neurons and a global inhibitory neuron. The output of the… (More)
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Highly Cited
1988
Highly Cited
1988
Winner-Take-All Networks of O(N) Complexity
We have designed, fabricated, and tested a series of compact CMOS integrated circuits that realize the winner-take-all function… (More)
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