Results 71 to 80 of about 157,133 (176)
Convergence of a Belief Propagation Algorithm for Biological Networks
Discrete Dynamics in Nature and Society, 2019 Constructing network models of biological systems is important for effective understanding and control of the biological systems. For the construction of biological networks, a stochastic approach for link weights has been recently developed by using ...
Sang-Mok Choo, Young-Hee Kim
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Approximation-Aware Dependency Parsing by Belief Propagation
Transactions of the Association for Computational Linguistics, 2021 Matthew R. Gormley +2 more
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IEEE Access, 2018 In the published version of the above-named work, because of the first author's lack of experience, we did not clearly state that the Belief Propagation (BP) algorithm and the underlying spin glass model has been originally developed by Zhou et al.. Even
Jilong Zhong +2 more
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Matrix Product Belief Propagation for reweighted stochastic dynamics over graphs. [PDF]
Proc Natl Acad Sci U S A, 2023 Crotti S, Braunstein A.
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Belief Propagation Optimization for Lossy Compression Based on Gaussian Source. [PDF]
Sensors (Basel), 2023 Deng H, Song D, Xu Z, Sun Y, Wang L.
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Belief propagation for networks with loops. [PDF]
Sci Adv, 2021 Kirkley A, Cantwell GT, Newman MEJ.
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Belief propagation generalizes backpropagation
, 2022 The two most important algorithms in artificial intelligence are backpropagation and belief propagation. In spite of their importance, the connection between them is poorly characterized. We show that when an input to backpropagation is converted into an input to belief propagation so that (loopy) belief propagation can be run on it, then the result of
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Low Complexity Approach for High Throughput Belief-Propagation based Decoding of LDPC Codes
Advances in Electrical and Computer Engineering, 2013 The paper proposes a low complexity belief propagation (BP) based decoding algorithm for LDPC codes. In spite of the iterative nature of the decoding process, the proposed algorithm provides both reduced complexity and increased BER performances as ...
BOT, A. +3 more
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Coalition Formation Based Compressive Sensing in Wireless Sensor Networks
Sensors, 2018 Compressive sensing originates in the field of signal processing and has recently become a topic of energy-efficient data gathering in wireless sensor networks.
Alireza Masoum +2 more
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Controversial Variable Node Selection-Based Adaptive Belief Propagation Decoding Algorithm Using Bit Flipping Check for JSCC Systems. [PDF]
Entropy (Basel), 2022 Wang H, Zhang W, Jing Y, Chang Y, Liu Y.
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