Search Results for author: Giovanni De Micheli

Found 4 papers, 3 papers with code

Simulation-Guided Boolean Resubstitution

3 code implementations6 Jul 2020 Siang-Yun Lee, Heinz Riener, Alan Mishchenko, Robert K. Brayton, Giovanni De Micheli

This paper proposes a new logic optimization paradigm based on circuit simulation, which reduces the need for Boolean computations such as SAT-solving or constructing BDDs.

Logic in Computer Science

QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning

no code implementations27 Nov 2019 Samuel Bosch, Alexander Sanchez de la Cerda, Mohsen Imani, Tajana Simunic Rosing, Giovanni De Micheli

It is a promising solution for achieving high energy efficiency in different machine learning tasks, such as classification, semi-supervised learning, and clustering.

BIG-bench Machine Learning Classification +2

The EPFL Logic Synthesis Libraries

2 code implementations14 May 2018 Mathias Soeken, Heinz Riener, Winston Haaswijk, Giovanni De Micheli

We present a collection of modular open source C++ libraries for the development of logic synthesis applications.

Logic in Computer Science Mathematical Software

Developing Synthesis Flows Without Human Knowledge

2 code implementations16 Apr 2018 Cunxi Yu, Houping Xiao, Giovanni De Micheli

Design flows are the explicit combinations of design transformations, primarily involved in synthesis, placement and routing processes, to accomplish the design of Integrated Circuits (ICs) and System-on-Chip (SoC).

Cannot find the paper you are looking for? You can Submit a new open access paper.