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- W4205428382 abstract "Modeling complex cell behavior is critical for accurate static timing analysis. Huge waveform data needed for current source models explodes technology file size and degrades design flow performance. We used deep learning nonlinear Autoencoders to compress voltage and current waveforms and compared them with singular component analysis approach. Autoencoders gave up to 3.37x compression ratio for voltage waveforms with average percentage error below 0.85% better than SVD approach. Autoencoders achieved 1.7x compression ratio for complex rising-edge current waveforms at model loss of 7.6e-5 and comparable results to SVD approach for the falling-edge waveforms. SVD remains more computationally efficient than Autoencoders." @default.
- W4205428382 created "2022-01-25" @default.
- W4205428382 creator A5058475501 @default.
- W4205428382 creator A5084980840 @default.
- W4205428382 date "2021-11-28" @default.
- W4205428382 modified "2023-10-18" @default.
- W4205428382 title "Deep Learning Autoencoder-based Compression for Current Source Model Waveforms" @default.
- W4205428382 doi "https://doi.org/10.1109/icecs53924.2021.9665573" @default.
- W4205428382 hasPublicationYear "2021" @default.
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