Search engine for discovering works of Art, research articles, and books related to Art and Culture
Javascript must be enabled to continue!
Design of Winner-Takes-All Circuits in Competitive Neural Networks
View through CrossRef
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 output of the nodes after the weighted summation of all input vectors, and select the node with the largest output to output high power level, while other nodes output low level, that is, to find the node with the largest output. According to the characteristics of the Winner-Take-All circuit in the competitive neural network, the simulation of the Winner-Take-All circuit is carried out by the PSPICE simulation software. The physical test results show that, like the simulation diagram of the Winner-Take-All circuit, it conforms to the logic truth table, which further confirms the rationality and correctness of the Winner-Take-All circuit. Hardware realization of Winner-Take-All circuit as an important component of competitive layer in competitive neural networks has important research significance.
Title: Design of Winner-Takes-All Circuits in Competitive Neural Networks
Description:
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 output of the nodes after the weighted summation of all input vectors, and select the node with the largest output to output high power level, while other nodes output low level, that is, to find the node with the largest output.
According to the characteristics of the Winner-Take-All circuit in the competitive neural network, the simulation of the Winner-Take-All circuit is carried out by the PSPICE simulation software.
The physical test results show that, like the simulation diagram of the Winner-Take-All circuit, it conforms to the logic truth table, which further confirms the rationality and correctness of the Winner-Take-All circuit.
Hardware realization of Winner-Take-All circuit as an important component of competitive layer in competitive neural networks has important research significance.
Related Results
Feasibility of Plasmonic Circuits Merged with Silicon Integrated Circuits
Feasibility of Plasmonic Circuits Merged with Silicon Integrated Circuits
ABSTRACT
Plasmonic signal transmission via nanoscale plasmonic waveguides is a new technique with the potential to increase the information transfer capacity in s...
Fuzzy Chaotic Neural Networks
Fuzzy Chaotic Neural Networks
An understanding of the human brain’s local function has improved in recent years. But the cognition of human brain’s working process as a whole is still obscure. Both fuzzy logic ...
On the role of network dynamics for information processing in artificial and biological neural networks
On the role of network dynamics for information processing in artificial and biological neural networks
Understanding how interactions in complex systems give rise to various collective behaviours has been of interest for researchers across a wide range of fields. However, despite ma...
NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS
NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS
“NEURAL NETWORKS AND DEEP LEARNING: THEORITICAL INSIGHTS AND FRAMEWORKS” is a comprehensive guide that dives deep into the world of neural networks and their applications in modern...
REVIEW AND ANALYSIS OF APPROACHES AND PRACTICAL APPLICATIONS OF HUMAN EMOTION RECOGNITION
REVIEW AND ANALYSIS OF APPROACHES AND PRACTICAL APPLICATIONS OF HUMAN EMOTION RECOGNITION
Human emotions are complex and multifaceted, making them difficult to quantify and analyze. However, as technology advances, researchers are exploring the artificial intelligence u...
Neural Networks In Mining Sciences – General Overview And Some Representative Examples
Neural Networks In Mining Sciences – General Overview And Some Representative Examples
Abstract
The many difficult problems that must now be addressed in mining sciences make us search for ever newer and more efficient computer tools that can be used to solve those p...
ACM SIGCOMM computer communication review
ACM SIGCOMM computer communication review
At some point in the future, how far out we do not exactly know, wireless access to the Internet will outstrip all other forms of access bringing the freedom of mobility to the way...