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The package includes 3 Matlab-interfaces to the c-code:
1. inference.m
An interface to the full inference package, includes several methods for
approximate inference: Loopy Belief Propagation, Generalized Belief
Propagation, Mean-Field
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This a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise [1]. The inference problem is solved by ML-II, i.e. the sources are found by integration over the source posterior and the noise covariance and mixin
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loopy belief propagation 算法-loopy belief propagation algorithm
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belief propagation algrithm
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Gaussian belief propagation code in matlab.
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Belief Propagation (BP) Implementations
gabp.m, run_gabp.m => Gaussian BP - parallel version
asynch_GBP.m => Gaussian BP - serial version
sparse_gabp.m, run_sparse_gabp.m => Gaussian BP - sparse version, optimized, tested on sparse
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Low density lattice decoder via non-parametric belief propagation
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Distributed fault identification via non-parametric belief propagation
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Nonparametric belief propagation implementation
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FuzzyMatte: A Computationally Efficient Scheme for Interactive Matting.More avance than the method bayesien and BELIEF PROPAGATION
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Belief propagation to decode Hamming Code
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SIHO的置信传播迭代解码算法SPA，可以比较数据误码率-SIHO the belief propagation iterative decoding algorithm SPA, can compare the data error rate
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基于对数的置信度传播算法的LDPC译码程序，ldpc_decode.m
-Based on the number of belief propagation algorithm for LDPC decoding process, ldpc_decode.m
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基于Belief Propagation算法的立体匹配-Belief Propagation algorithm based on stereo matching
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Belief Propagation (BP) algorithm
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非参数信念传播的WSN目标跟踪方法.Nonparametric belief propagation on WSN target tracking method-Nonparametric belief propagation on WSN target tracking method
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一些关于置信度传播算法的论文资料，欢迎下载学习参考-Some papers on the belief propagation algorithm information, please download learning reference
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Belief propagation algorithm over the BSC channel
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高光谱Belief Propagation-Belief Propagation
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