Concept
Multiplieur-accumulateur
Publications associées (32)
Multiplier Architectures: Challenges and Opportunities with Plasmonic-based Logic
Giovanni De Micheli, Mathias Soeken, Eleonora Testa, Odysseas Zografos
Emerging technologies such as plasmonics and photonics are promising alternatives to CMOS for high throughput applications, thanks to their waveguide's low power consumption and high speed of computation. Besides these qualities, these novel technologies a ...
2020Multiplier Architectures: Challenges and Opportunities with Plasmonic-based Logic
Giovanni De Micheli, Mathias Soeken, Eleonora Testa, Odysseas Zografos
Emerging technologies such as plasmonics and photonics are promising alternatives to CMOS for high throughput applications, thanks to their waveguide's low power consumption and high speed of computation. Besides these qualities, these novel technologies a ...
IEEE2020Side-channel attacks on SIKE
Natacha Yolande Emmanuel Marie Linard de Guertechin
This thesis presents, firstly, an introduction to the current state of the art in isogeny-based cryptography, and secondly, a side-channel differential power analysis of SIKE—an isogeny-based key exchange algorithm—in semi-static mode. These attacks have b ...
2020Blade: An in-Cache Computing Architecture for Edge Devices
David Atienza Alonso, Marina Zapater Sancho, Alexandre Sébastien Julien Levisse, Marco Antonio Rios, William Andrew Simon, Yasir Mahmood Qureshi
Area and power constrained edge devices are increasingly utilized to perform compute intensive workloads, necessitating increasingly area and power efficient accelerators. In this context, in-SRAM computing performs hundreds of parallel operations on spati ...
2020Review and Benchmarking of Precision-Scalable Multiply-Accumulate Unit Architectures for Embedded Neural-Network Processing
Christian Enz, Vincent Frédéric Camus
The current trend for deep learning has come with an enormous computational need for billions of Multiply-Accumulate (MAC) operations per inference. Fortunately, reduced precision has demonstrated large benefits with low impact on accuracy, paving the way ...
2019Design of approximate and precision-scalable circuits for embedded multimedia and neural-network processing
Density, speed and energy efficiency of integrated circuits have been increasing exponentially for the last four decades following Moore's law. However, power and reliability pose several challenges to the future of technology scaling. Approximate computin ...
EPFL2019An Associativity-Agnostic in-Cache Computing Architecture Optimized for Multiplication
David Atienza Alonso, Marina Zapater Sancho, Alexandre Sébastien Julien Levisse, Marco Antonio Rios, William Andrew Simon
With the spread of cloud services and Internet of Things concept, there is a popularization of machine learning and artificial intelligence based analytics in our everyday life. However, an efficient deployment of these data-intensive services requires per ...
2019