Paolo Manfredi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 16

Top Topics

Data Compression

Distribution Network

Gaussian Process Regression

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Circuits Syst. II Express Briefs

Comput. Electr. Eng.

Publications

Paolo Manfredi, Riccardo Trinchero, Zain Anwer Memon, Igor S. Stievano
SPICE-compliant load flow analysis of power distribution networks with behavioral loads. Int. J. Circuit Theory Appl. 52 (4) (2024)
Paolo Manfredi, Riccardo Trinchero
Nonparametric formulation of polynomial chaos expansion based on least-square support-vector machines. Eng. Appl. Artif. Intell. 133 (2024)
Paolo Manfredi, Riccardo Trinchero
A Probabilistic Machine Learning Approach for the Uncertainty Quantification of Electronic Circuits Based on Gaussian Process Regression. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Daniele Melati, Mohsen Kamandar Dezfouli, Yuri Grinberg, Muhammad Al-Digeil, Dan-Xia Xu, Jens H. Schmid, Pavel Cheben, Abi Waqas, Paolo Manfredi, Jianhao Zhang, Laurent Vivien, Carlos Alonso-Ramos
Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities. ECOC (2021)
Paolo Manfredi, Stefano Grivet-Talocia
Fast Stochastic Surrogate Modeling via Rational Polynomial Chaos Expansions and Principal Component Analysis. IEEE Access 9 (2021)
Paolo Manfredi, Riccardo Trinchero
A Data Compression Strategy for the Efficient Uncertainty Quantification of Time-Domain Circuit Responses. IEEE Access 8 (2020)
Paolo Manfredi, Stefano Grivet-Talocia
Rational Polynomial Chaos Expansions for the Stochastic Macromodeling of Network Responses. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2020)
Paolo Manfredi, Riccardo Trinchero, Dries Vande Ginste
A Perturbative Stochastic Galerkin Method for the Uncertainty Quantification of Linear Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2020)
Jelle Bailleul, Lennert Jacobs, Paolo Manfredi, Dries Vande Ginste, Mamoun Guenach, Marc Moeneclaey
MIMO Time-Domain Equalization for High-Speed Continuous Transmission Under Channel Variability. IEEE Trans. Commun. 66 (8) (2018)
Lennert Jacobs, Jelle Bailleul, Paolo Manfredi, Mamoun Guenach, Dries Vande Ginste, Marc Moeneclaey
On Partial Response Signaling for MIMO Equalization on Multi-Gbit/s Electrical Interconnects. EUSIPCO (2018)
Riccardo Trinchero, Paolo Manfredi, Igor S. Stievano
Self-Validated Time-Domain Analysis of Linear Systems With Bounded Uncertain Parameters. IEEE Trans. Circuits Syst. II Express Briefs (11) (2018)
Lennert Jacobs, Jelle Bailleul, Paolo Manfredi, Mamoun Guenach, Dries Vande Ginste, Marc Moeneclaey
MIMO Equalization for Multi-Gbit/s Access Nodes Affected by Manufacturing Tolerances. GLOBECOM (2017)
Jelle Bailleul, Lennert Jacobs, Paolo Manfredi, Dries Vande Ginste, Marc Moeneclaey
Equalization of multi-Gb/s chip-to-chip interconnects affected by manufacturing tolerances. Comput. Electr. Eng. 62 (2017)
Jelle Bailleul, Lennert Jacobs, Paolo Manfredi, Dries Vande Ginste, Marc Moeneclaey
MMSE equalization of multi-Gb/s chip-to-chip interconnects with M-PAM signaling affected by manufacturing tolerances. SCVT (2016)
Riccardo Trinchero, Paolo Manfredi, Igor S. Stievano, Flavio G. Canavero
Steady-State Analysis of Switching Converters via Frequency-Domain Circuit Equivalents. IEEE Trans. Circuits Syst. II Express Briefs (8) (2016)
Riccardo Trinchero, Paolo Manfredi, Tongyu Ding, Igor S. Stievano
Combined Parametric and Worst Case Circuit Analysis via Taylor Models. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2016)
Paolo Manfredi, Dries Vande Ginste, Daniel De Zutter, Flavio G. Canavero
Stochastic Modeling of Nonlinear Circuits via SPICE-Compatible Spectral Equivalents. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2014)
Paolo Manfredi, Dries Vande Ginste, Daniel De Zutter, Flavio G. Canavero
On the Passivity of Polynomial Chaos-Based Augmented Models for Stochastic Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2013)