Zobrazeno 1 - 10
of 688
pro vyhledávání: '"A Siozios"'
Autor:
Mrazek, Vojtech, Kokkinis, Argyris, Papanikolaou, Panagiotis, Vasicek, Zdenek, Siozios, Kostas, Tzimpragos, Georgios, Tahoori, Mehdi, Zervakis, Georgios
Printed electronics offer ultra-low manufacturing costs and the potential for on-demand fabrication of flexible hardware. However, significant intrinsic constraints stemming from their large feature sizes and low integration density pose design chall
Externí odkaz:
http://arxiv.org/abs/2407.20589
In Federated Learning (FL), devices that participate in the training usually have heterogeneous resources, i.e., energy availability. In current deployments of FL, devices that do not fulfill certain hardware requirements are often dropped from the c
Externí odkaz:
http://arxiv.org/abs/2402.18569
Autor:
Afentaki, Florentia, Saglam, Gurol, Kokkinis, Argyris, Siozios, Kostas, Zervakis, Georgios, Tahoori, Mehdi B
Printed Electronics (PE) feature distinct and remarkable characteristics that make them a prominent technology for achieving true ubiquitous computing. This is particularly relevant in application domains that require conformal and ultra-low cost sol
Externí odkaz:
http://arxiv.org/abs/2312.17612
Autor:
Balaskas, Konstantinos, Klemme, Florian, Zervakis, Georgios, Siozios, Kostas, Amrouch, Hussam, Henkel, Jörg
Publikováno v:
Volume number: 69; Year: 2022; Pages: 4141-4153
One of the major barriers that CMOS devices face at nanometer scale is increasing parameter variation due to manufacturing imperfections. Process variations severely inhibit the reliable operation of circuits, as the operational frequency at the nomi
Externí odkaz:
http://arxiv.org/abs/2404.04258
Autor:
Balaskas, Konstantinos, Karatzas, Andreas, Sad, Christos, Siozios, Kostas, Anagnostopoulos, Iraklis, Zervakis, Georgios, Henkel, Jörg
Deep Neural Networks (DNNs) have shown significant advantages in a wide variety of domains. However, DNNs are becoming computationally intensive and energy hungry at an exponential pace, while at the same time, there is a vast demand for running soph
Externí odkaz:
http://arxiv.org/abs/2312.15322
The demand of many application domains for flexibility, stretchability, and porosity cannot be typically met by the silicon VLSI technologies. Printed Electronics (PE) has been introduced as a candidate solution that can satisfy those requirements an
Externí odkaz:
http://arxiv.org/abs/2301.11142
Publikováno v:
IEEE Transactions on Circuits and Systems I: Regular Papers (Volume: 68, Issue: 11, Date: Nov. 2021, Pages: 4710 - 4721)
Transistor aging phenomena manifest themselves as degradations in the main electrical characteristics of transistors. Over time, they result in a significant increase of cell propagation delay, leading to errors due to timing violations, since the op
Externí odkaz:
http://arxiv.org/abs/2203.07962
Autor:
Balaskas, Konstantinos, Zervakis, Georgios, Siozios, Kostas, Tahoori, Mehdi B., Henkel, Joerg
Although Printed Electronics (PE) cannot compete with silicon-based systems in conventional evaluation metrics, e.g., integration density, area and performance, PE offers attractive properties such as on-demand ultra-low-cost fabrication, flexibility
Externí odkaz:
http://arxiv.org/abs/2203.08011
Current state-of-the-art employs approximate multipliers to address the highly increased power demands of DNN accelerators. However, evaluating the accuracy of approximate DNNs is cumbersome due to the lack of adequate support for approximate arithme
Externí odkaz:
http://arxiv.org/abs/2203.04071
Autor:
Kostas Siozios
Publikováno v:
Technologies, Vol 12, Iss 11, p 229 (2024)
The increasing number of active energy consumers, also known as energy prosumers, is dramatically changing the electricity system. New products and services that adopt the concept of dynamic pricing are available to the market, where demand and price
Externí odkaz:
https://doaj.org/article/e059d78af36a427fad5cd944cd14149a
