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Alberto Sangiovanni-Vincentelli
Researcher at University of California, Berkeley
Publications - 946
Citations - 47259
Alberto Sangiovanni-Vincentelli is an academic researcher from University of California, Berkeley. The author has contributed to research in topics: Logic synthesis & Finite-state machine. The author has an hindex of 99, co-authored 934 publications receiving 45201 citations. Previous affiliations of Alberto Sangiovanni-Vincentelli include National University of Singapore & Lawrence Berkeley National Laboratory.
Papers
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Proceedings ArticleDOI
Physical architectures of automotive systems
T. Forest,Alberto Ferrari,G. Audisio,M. Sabatini,Alberto Sangiovanni-Vincentelli,M. Di Natale +5 more
TL;DR: The design of innovative chip architectures, new upcoming standards for high-bandwidth and deterministic communication (FlexRay) and sensors are the domains of interest, with emphasis on reliability and support for advanced active safety functions.
Posted Content
Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults.
TL;DR: The proposed novel approach of augmenting the classification model with an additional unsupervised learning task leads to improved fault detection and diagnosis performance, especially on out-of-distribution examples including both incipient and unknown faults.
Journal ArticleDOI
Pleasure: a computer program for simple/multiple constrained/unconstrained folding of programmable logic arrays
TL;DR: A new computer program, PLEASURE, is presented, which implements several algorithms for multiple and/or constrained PLA folding and a constrained optimization problem to achieve minimal silicon area occupation with constrained positions of electrical inputs and outputs is defined.
Book ChapterDOI
Nonlinear Circuit Simulation in the Frequency-Domain
TL;DR: Frequency-domain simulation eliminates problems from distributed components and high-Q circuits by forgoing a nonlinear differential equation representation of the circuit in favor of a complex algebraic representation.
Journal ArticleDOI
AVDM: A hierarchical command-and-control system architecture for cooperative autonomous vehicles in highways scenario using microscopic simulations
Thomas Braud,Jordan Ivanchev,Corvin Deboeser,Alois Knoll,Alois Knoll,David Eckhoff,Alberto Sangiovanni-Vincentelli +6 more
TL;DR: In this paper, a hierarchical AV behaviour model is proposed for the holistic evaluation of autonomous and mixed traffic by unifying a wide spectrum of AV functionality, including long-term planning, path planning, complex platooning manoeuvres, and low-level longitudinal and lateral control.