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E.A.Lee, D.G.Messerschmitt, "Pipeline Interleaved Programmable DSP's: Synchronous Dataflow Programming," IEEE Trans. on Acoustics, Speech, and Signal Processing, 1987.

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Retiming Synchronous Data-Flow Graphs to Minimize Execution.. - O'Neil, Sha, Jonsson (2000)   (Correct)

....we apply it to SDFGs. Next are our retiming algorithms, followed by detailed examples. Finally, we summarize our work and point to future directions for study. 2 Synchronous Data Flow Graphs The concept of a synchronous data flow graph was developed and used extensively by Lee and Messerschmitt [13 15], but was not rigorously defined until the work of Zivojnovic et al. [23,25,27] In this section, we review their definitions and ideas in order to formalize these concepts. A synchronous data flow graph (SDFG) sometimes called a multirate or regular data flow graph) is a finite, directed, ....

E.A. Lee and D.G. Messerschmitt. Pipeline interleaved programmable DSP's: Synchronous data flow programming. IEEE Transactions on Acoustics, Speech and Signal Processing, ASSP-35:1334--1345,


Parameterized Dataflow Modeling for DSP Systems - Bhattacharya, Bhattacharyya (2001)   (6 citations)  (Correct)

....be expressed in a natural and intuitive fashion. Our parameterization concepts can be incorporated into any dataflow model in which there is a notion of a graph iteration. For example, the parameterized framework is compatible with many of the existing dataflow models such as synchronous dataflow [19], scalable synchronous dataflow [25] cyclo static dataflow [9] and Boolean dataflow [11] For clarity and uniformity, and because SDF is currently the most popular and widely studied dataflow model for DSP, we develop parameterized dataflow formally in the context of SDF [called parameterized ....

...., respectively. A directed multigraph is an ordered pair , where is called the vertex set, is called the edge set, and associated with each , there are two properties and such that , C. Synchronous Dataflow Many successful commercial tools for DSP employ synchronous dataflow (SDF) semantics [19] or closely related alternative models, such as scalable synchronous dataflow [25] and cyclo static dataflow [9] SDF is a restricted form of dataflow in which the numbers of tokens produced and consumed by each actor execution are restricted to be constant and statically known (known at compile ....

[Article contains additional citation context not shown here]

E. A. Lee and D. G. Messerschmitt, "Pipeline interleaved programmable DSP's: Synchronous dataflow programming," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, Sept. 1987.


Parallelizing Synchronous Data-Flow Graphs via Retiming - O'Neil, Sha, Tongsima   (Correct)

....as we apply it to SDFGs. Next is our retiming algorithm, followed by detailed examples. Finally, we summarize our work and point to future directions for study. 2 Synchronous Data Flow Graphs The concept of a synchronous data flow graph was developed and used extensively by Lee and Messerschmitt [12 14], but was not rigorously defined until the work of Zivojnovic et al. [22,24,26] In this section, we review their definitions and ideas in order to formalize these concepts. 3 2.1 Basic Definitions A synchronous data flow graph (SDFG) sometimes called a multirate or regular data flow graph) is ....

E.A. Lee and D.G. Messerschmitt. Pipeline interleaved programmable DSP's: Synchronous data flow programming. IEEE Transactions on Acoustics, Speech and Signal Processing, ASSP-35:1334--1345, 1987.


Design Space Exploration for a Wireless Protocol on a.. - Laura Vanzago.. (2003)   (Correct)

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E.A.Lee, D.G.Messerschmitt, "Pipeline Interleaved Programmable DSP's: Synchronous Dataflow Programming," IEEE Trans. on Acoustics, Speech, and Signal Processing, 1987.

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