Sentence examples for message passing framework from inspiring English sources

Section 4 presents the message passing framework between system observation and channel decoding.

Superimposing gene expression data over Cytoscape networks motivated the development of Gaggle [ 9], a message passing framework for integration of bioinformatics software.

Murphy et al. (1999) describe the LBP algorithm, extending the message passing framework to achieve good heuristic approximations for cyclic graphs.

The LBI defined as the integrated exponentially discounted tree length surrounding a node can be calculated in a very similar way to the message passing framework used above to evaluate the fitness distributions.

The receiver was derived within a unified message-passing framework that combines belief propagation and mean-field approximation.

The paper presents a novel software radio implementation of a MIMO-SDMA receiver based on a recently developed unified message-passing framework.

In contrast to many existing receiver implementations, ours is based on principled design, namely the combined BP-MF message-passing framework [7], where the virtues of BP and MF are kept but their respective drawbacks are avoided.

While many recovery algorithms aiming at solving (1) for x have been proposed in literature [18, 19], we utilize the versatile approximate message passing (AMP) framework that was introduced in [21 23].

Our future work will therefore consider rethinking the entire manifestation of the implementation in alternative lower-level frameworks (e.g., using Message Passing Interface (MPI), a framework designed for HPC applications).

The methodology was developed in a message passing interface (MPI) parallel framework accelerated with graphics processing units (GPUs).

Our algorithm is designed for an asynchronous message-passing model.