Abstract: This paper presents a design of a highly scalable and precise current-mode winner-take-all circuit with digital address generation.
Abstract: The design and implementation of a high-precision VLSI winner-take-all (WTA) circuit that can be arranged to process 1024 inputs are presented.
Design of Winner-Takes-All Circuits in Competitive Neural Networks
iopscience.iop.org › article › pdf
The Winner-Take-All circuit is the main component of the competition layer in the competitive neural network, which plays the role of analyzing the input signal ...
People also ask
What is winner-take-all in neural networks?
What is winner-take-all circuit?
How to make a neural network better?
What is the process of improving the accuracy of a neural network?
The winner-take-all neural networks we present in this paper use the ... A high-precision VLSI winner-take- all circuit for self-organizing neural networks.
A discrete-time mathematical model of K-winners-take-all (KWTA) neural circuit that can quickly identify the K-winning from N neurons, where 1pKoN, ...
The circuit employs a novel technique for inhibitory and excitatory feedbacks based on input currents average computation, achieving both high speed and high ...
A winner-take-all (WTA) circuit, which identifies the high- est signal intensity among multiple inputs, is one of the most important building blocks in ...
[PDF] Dynamically Adaptable CMOS Winner-Take-All Neural Network
papers.neurips.cc › paper › 1281-d...
& Sheu, B.J. (1993) A high-precision VLSI winner-take-all circuit for self- organizing neural networks. IEEE J. Solid-State Circuits, vo1.28, no.5, pp.576 ...
The Winner-Take-All circuit is an important part of the competition layer in the competitive neural network. Its main function is to compare the size of the ...
Abstract—A CMOS high-performance current-mode winner- take-all circuit is presented. The circuit employs a novel technique.