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Guaranteed locally-stable macromodels of digital devices via echo state networks.
| Content Provider | CiteSeerX |
|---|---|
| Author | Canavero, F. G. Siviero, C. Maio, I. A. Stievano, I. S. |
| Abstract | Abstract: The assessment of signal integrity effects in high-speed digital systems requires accurate and efficient IC macromodels. The proposed methodology is based on parametric relations that are expressed in terms of discrete-time Echo State Networks. This approach overcomes the stability limitations of traditional parametric macromodels used so far. Applications of Echo State Networks to the modeling of real devices exhibiting a complex dynamical behavior are discussed. 1 |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Discrete-time Echo State Network Stability Limitation Signal Integrity Effect Digital Device Real Device Parametric Relation Echo State Network Locally-stable Macromodels High-speed Digital System Proposed Methodology Traditional Parametric Macromodels Complex Dynamical Behavior Efficient Ic Macromodels |
| Content Type | Text |
