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    • 4. 发明申请
    • METHOD FOR UPDATING A FACTOR GRAPH OF AN A POSTERIORI PROBABILITY ESTIMATOR
    • 用于更新一个POSTERIORI概率估计器的因子图的方法
    • WO2012164528A1
    • 2012-12-06
    • PCT/IB2012/052754
    • 2012-05-31
    • POLITECNICO DI TORINOMONTORSI, Guido
    • MONTORSI, Guido
    • G06N7/00H03M13/11
    • G06N7/005H03M13/1117H03M13/1171
    • A method is described for updating a factor graph (10;10';10") of an a posteriori probability estimator, said factor graph comprising at least one repetition node (13;13';13") and at least one sum node (11;11';11"), wherein at least two connections are associated with each node, and wherein each connection is associated with an incoming message at said node and with an outgoing message from said node, wherein said method comprises the steps of: storing the nodes' incoming and outgoing messages into memory means (12;12';12") of said estimator as messages belonging to one same class of wrapped and/ or sampled Gaussian messages; updating said node of said factor graph (10;10';10") by using a resulting message belonging to said class of incoming messages, said resulting message being obtained by processing said incoming wrapped and/ or sampled Gaussian messages.
    • 描述了一种用于更新后验概率估计器的因子图(10; 10'; 10“)的方法,所述因子图包括至少一个重复节点(13; 13'; 13”)和至少一个和节点 11; 11'; 11“),其中至少两个连接与每个节点相关联,并且其中每个连接与所述节点处的输入消息和来自所述节点的输出消息相关联,其中所述方法包括以下步骤: 将所述节点的输入和输出消息存储在所述估计器的存储器装置(12; 12'; 12“)中,作为属于同一类别的包裹和/或采样高斯消息的消息; 通过使用属于所述类别的输入消息的结果消息来更新所述因子图(10; 10'; 10“)的所述节点,所述结果消息通过处理所述传入的包裹和/或采样高斯消息而获得。