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Belief propagation

Known as: Sum product rule, Generalized belief propogation, GBP (disambiguation) 
Belief propagation, also known as sum-product message passing, is a message passing algorithm for performing inference on graphical models, such as… 
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Related topics

Related topics

43 relations
AlgorithmApproximation errorArtificial intelligenceBayesian network

Broader (1)

Coding theory

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2009
Highly Cited
2009
A novel indoor RSS-based position location algorithm using factor graphs
A low-complexity and accurate receive-signal strength (RSS)-based algorithm is proposed to estimate a target location. To achieve… 
Highly Cited
2008
Highly Cited
2008
Improving LBP features for gender classification
Automatic gender classification aims at analyzing the face image to recognize gender with computer, in which feature extraction… 
2008
2008
LDPC decoder strategies for achieving low error floors
One of the most significant impediments to the use of LDPC codes in many communication and storage systems is the error-rate… 
Highly Cited
2007
Highly Cited
2007
Linear programming analysis of loopy belief propagation for weighted matching
Loopy belief propagation has been employed in a wide variety of applications with great empirical success, but it comes with few… 
Highly Cited
2007
Highly Cited
2007
Joint Iterative Detection and Decoding in the Presence of Phase Noise and Frequency Offset
We present a new algorithm for joint detection and decoding of iteratively decodable codes transmitted over channels affected by… 
2007
2007
High Performance Nonbinary Quasi-Cyclic LDPC Codes on Euclidean Geometries
This paper presents algebraic methods for constructing efficiently encodable and high performance nonbinary quasi-cyclic LDPC… 
Highly Cited
2006
Highly Cited
2006
Low-voltage CMOS circuits for analog iterative decoders
Iterative decoders, including Turbo decoders, provide near-optimal error protection for various communication channels and… 
Highly Cited
2000
Highly Cited
2000
Decoding low density parity check codes with finite quantization bits
This letter is concerned with the implementation issue of the sum-product algorithm (SPA) for decoding the low density parity… 
Highly Cited
1994
Highly Cited
1994
Capture of genetic variation by vegetative propagation: processes determining success
Vegetative propagation offers the opportunity to rapidly overcome the limitations to domestication imposed by long generation… 
Highly Cited
1988
Highly Cited
1988
Evidential Reasoning Using DELEF
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