Measurement of inherent noise in EDA tools
Citations
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Cites background from "Measurement of inherent noise in ED..."
...sample size [7], tool noise [8], dimensionality [9], and multicollinear-...
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Cites background from "Measurement of inherent noise in ED..."
...Moreover, the work of [30] has demonstrated that little noise can have huge effect on place-and-route solution quality; this makes using a model-based estimate even more attractive....
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Cites result from "Measurement of inherent noise in ED..."
...Also in [33] a similar study was performed that resulted in a difference of up to 7% between the best and the worst placement result....
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References
145 citations
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"Measurement of inherent noise in ED..." refers background in this paper
...For example, in [8], Yakowitz and Lugosi studied a formulation of random search in the presence of noise for the machine learning domain....
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46 citations
Additional excerpts
...For example, a KLFM netlist partitioning implementation [2] will search for the cell to be moved to a different partition based on the order of the cells in the gain bucket data structure....
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39 citations
"Measurement of inherent noise in ED..." refers background in this paper
...In the VLSI CAD domain, some early discoveries about noise in placement tools are presented in [ 5 ]....
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39 citations
"Measurement of inherent noise in ED..." refers background or result in this paper
...While the above-mentioned studies used the concept of noise to generate isomorphic circuits for tool benchmarking, Bodapati and Najm [1] analyzed noise in tools from a different perspective....
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...Starting from the premise that noise due to cell/net ordering and naming has a negative effect on estimators, the authors of [1] proposed a pre-layout estimation model for individual wire length, and noted that the accuracy of their estimations are worsened by inherent tool noise (with respect to ordering and naming)....
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