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Towards machine learning for placement and routing in chip design: a methodological overview
Placement and routing are two indispensable and challenging (NP-hard) tasks in modern
chip design flows. Compared with traditional solvers using heuristics or expert-well …
chip design flows. Compared with traditional solvers using heuristics or expert-well …
2019 cad contest: Lef/def based global routing
S Dolgov, A Volkov, L Wang… - 2019 IEEE/ACM …, 2019 - ieeexplore.ieee.org
In advanced nodes, routing has become more and more complicated. The ISPD-2018 and
ISPD-2019 Initial Detailed Routing Contests [10][11] were held to bridge the detailed routing …
ISPD-2019 Initial Detailed Routing Contests [10][11] were held to bridge the detailed routing …
New placement prediction and mitigation techniques for local routing congestion
Local routing congestion is becoming increasingly important as complex design rules make
local pin access the bottleneck for modern designs and routers. Since congestion analysis …
local pin access the bottleneck for modern designs and routers. Since congestion analysis …
BeGAN: Power grid benchmark generation using a process-portable GAN-based methodology
Evaluating CAD solutions to physical implementation problems has been extremely
challenging due to the unavailability of modern benchmarks in the public domain. This work …
challenging due to the unavailability of modern benchmarks in the public domain. This work …
TritonRoute-WXL: The open-source router with integrated DRC engine
Routing is a crucial stage in a modern design automation tool flow for advanced technology
nodes. Works in the recent open literature tend to divide routing into separate global routing …
nodes. Works in the recent open literature tend to divide routing into separate global routing …
What makes a design difficult to route
Traditionally, the goal of physical synthesis has been to produce a physical realization of the
input netlist that meets its timing constraints with minimum area. However, design routability …
input netlist that meets its timing constraints with minimum area. However, design routability …
NCTU-GR: Efficient simulated evolution-based rerouting and congestion-relaxed layer assignment on 3-D global routing
The increasing complexity of interconnection designs has enhanced the importance of
research into global routing when seeking high-routability (low overflow) results or rapid …
research into global routing when seeking high-routability (low overflow) results or rapid …
Machine learning optimal ordering in global routing problems in semiconductors
In this work, we propose a new method for ordering nets during the process of layer
assignment in global routing problems. The global routing problems that we focus on in this …
assignment in global routing problems. The global routing problems that we focus on in this …
CRISP: Congestion reduction by iterated spreading during placement
Dramatic progress has been made in algorithms for placement and routing over the last 5
years, with improvements in both speed and quality. Combining placement and routing into …
years, with improvements in both speed and quality. Combining placement and routing into …
TILA-S: Timing-driven incremental layer assignment avoiding slew violations
As very large scale integration technology scales to deep submicrometer and beyond,
interconnect delay greatly limits the circuit performance. The traditional 2-D global routing …
interconnect delay greatly limits the circuit performance. The traditional 2-D global routing …