Archivio Istituzionale della RicercaThis work presents a method for generating compact SPICE-compliant IC buffer models using the vector-valued Kernel Ridge Regression (VV-KRR). Power supply variations are captured, and model complexity is reduced with a compression technique based on the random sampling or the Nystrom approximation. The compressed models are then implemented in SPICE, and their performance is evaluated on a realistic test case.
SPICE-Based Behavioral Models of IC Buffers via Compact Kernel Regressions / Atlante, Marco; Trinchero, Riccardo; Stievano, Igor S.; Telescu, Mihai; Tanguy, Noël. - ELETTRONICO. - (2025), pp. 1-4. (Intervento presentato al convegno 2025 IEEE 29th Workshop on Signal and Power Integrity (SPI) tenutosi a Gaeta (Ita) nel 11-14 May 2025) [10.1109/spi64682.2025.11014356].
SPICE-Based Behavioral Models of IC Buffers via Compact Kernel Regressions
Atlante, Marco;Trinchero, Riccardo;Stievano, Igor S.;
2025
Abstract
This work presents a method for generating compact SPICE-compliant IC buffer models using the vector-valued Kernel Ridge Regression (VV-KRR). Power supply variations are captured, and model complexity is reduced with a compression technique based on the random sampling or the Nystrom approximation. The compressed models are then implemented in SPICE, and their performance is evaluated on a realistic test case.
| File | Dimensione | Formato | |
|---|---|---|---|
|
cnf-2025-spi-devices-author.pdf
accesso aperto
Descrizione: cnf-2025-spi-devices-author
Tipologia:
2. Post-print / Author's Accepted Manuscript
Licenza:
Pubblico - Tutti i diritti riservati
Dimensione
357.42 kB
Formato
Adobe PDF
|
357.42 kB | Adobe PDF | Visualizza/Apri |
|
cnf-2025-spi-devices-ieee.pdf
accesso riservato
Descrizione: cnf-2025-spi-devices-ieee
Tipologia:
2a Post-print versione editoriale / Version of Record
Licenza:
Non Pubblico - Accesso privato/ristretto
Dimensione
409.1 kB
Formato
Adobe PDF
|
409.1 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
https://hdl.handle.net/11583/3000469