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Nils Kucza

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11 papers 25 citations h-index 2 2015–2025

VEDLIoT -- Next generation accelerated AIoT systems and applications

Kevin Mika, Rene Griessl, Nils Kucza, Florian Porrmann, Martin Kaiser, Lennart Tigges
+26 more show fewer
Jens Hagemeyer, Pedro Trancoso, Muhammad Waqar Azhar, Fareed Qararyah, Stavroula Zouzoula, James Menetrey, Marcelo Pasin, Pascal Felber, Carina Marcus, Oliver Brunnegard, Olof Eriksson, Hans Salomonsson, Daniel Odman, Andreas Ask, Antonio Casimiro, Alysson Bessani, Tiago Carvalho, Karol Gugala, Piotr Zierhoffer, Grzegorz Latosinski, Marco Tassemeier, Mario Porrmann, Hans-Martin Heyn, Eric Knauss, Yufei Mao, Franz Meierhofer

The VEDLIoT project aims to develop energy-efficient Deep Learning methodologies for distributed Artificial Intelligence of Things (AIoT) applications. During our project, we propose a holistic...

11 citations 2023-05 CF'23: 20th ACM International Conference on Computing Frontiers, May 2023, Bologna, Italy

VEDLIoT: Very Efficient Deep Learning in IoT

Martin Kaiser, Rene Griessl, Nils Kucza, Carola Haumann, Lennart Tigges, Kevin Mika
+30 more show fewer
Jens Hagemeyer, Florian Porrmann, Ulrich Ruckert, Micha vor dem Berge, Stefan. Krupop, Mario Porrmann, Marco Tassemeier, Pedro Trancoso, Fareed Quararyah, Stavroula Zouzoula, Antonio Casimiro, Alysson Bessani, Jose Cecilio, Stefan Andersson, Oliver Brunnegard, Olof Eriksson, Roland Weiss, Franz Meierhofer, Hans Salomonsson, Elaheh Malekzadeh, Daniel Odman, Anum Khurshid, Pascal Felber, Marcelo Pasin, Valerio Schiavoni, James Menetrey, Karol Gugula, Piotr Zierhoffer, Eric Knauss, Hans-Martin Heyn

The VEDLIoT project targets the development of energy-efficient Deep Learning for distributed AIoT applications. A holistic approach is used to optimize algorithms while also dealing with safety...

14 citations 2022-07 DATE'22: Proceedings of the 25th Conference & Exhibition on Design, Automation & Test in Europe, March 2022, pp. 963-968

LEGaTO: first steps towards energy-efficient toolset for heterogeneous computing

Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez
+30 more show fewer
Daniel Jiménez-González, Carlos Álvarez, Behzad Salami, Sergi Madonar, Miquel Pericàs, Pedro Trancoso, Micha vor dem Berge, Gunnar Billung-Meyer, Stefan Krupop, Wolfgang Christmann, Frank Klawonn, Amani Mihklafi, Tobias Becker, Georgi Gaydadjiev, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Elad Hadar, Yoav Etsion, Christof Fetzer, Jens Hagemeyer, Thorsten Jungeblut, Nils Kucza, Martin Kaiser, Mario Porrmann, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber
2018-01 SAMOS

Optimizing AI on the Edge: Partitioning Neural Networks Across Heterogeneous Accelerators

Kevin Mika, Nils Kucza, Florian Porrmann, Jens Hagemeyer
2025-01 IWANN (1)

Comparing Synchronous, Mesochronous and Asynchronous NoCs for GALS Based MPSoCs

Johannes Ax, Nils Kucza, Marten Vohrmann, Thorsten Jungeblut, Mario Porrmann, Ulrich Rückert
2017-01 MCSoC

Evaluation of interconnect fabrics for an embedded MPSoC in 28 nm FD-SOI

Gregor Sievers, Johannes Ax, Nils Kucza, Martin Flasskamp, Thorsten Jungeblut, Wayne Kelly
+2 more show fewer
Mario Porrmann, Ulrich Rückert
2015-01 ISCAS

Evaluation of heterogeneous AIoT Accelerators within VEDLIoT

René Griessl, Florian Porrmann, Nils Kucza, Kevin Mika, Jens Hagemeyer, Martin Kaiser
+9 more show fewer
Mario Porrmann, Marco Tassemeier, Marcel Flottmann, Fareed Qararyah, Muhammad Waqar Azhar, Pedro Trancoso, Daniel Ödman, Karol Gugala, Grzegorz Latosinski
2023-01 DATE

LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing

Behzad Salami, Konstantinos Parasyris, Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter
+37 more show fewer
Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel A. Jiménez, Carlos Álvarez, Seyed Saber Nabavi Larimi, Sergi Madonar, Miquel Pericàs, Pedro Trancoso, Mustafa Abduljabbar, Jing Chen, Pirah Noor Soomro, Madhavan Manivannan, Micha vor dem Berge, Stefan Krupop, Frank Klawonn, Al Mekhlafi, Sigrun May, Tobias Becker, Georgi Gaydadjiev, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Do Le Quoc, Christof Fetzer, Martin Kaiser, Nils Kucza, Jens Hagemeyer, René Griessl, Lennart Tigges, Kevin Mika, A. Hüffmeier, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber
2020-01 DATE

eProcessor: European, Extendable, Energy-Efficient, Extreme-Scale, Extensible, Processor Ecosystem

Lluc Alvarez, Abraham Ruiz, Arnau Bigas-Soldevilla, Pavel Kuroedov, Alberto González, Hamsika Mahale
+28 more show fewer
Noe Bustamante, Albert Aguilera, Francesco Minervini, Javier Salamero, Oscar Palomar, Vassilis Papaefstathiou, Antonis Psathakis, Nikolaos Dimou, Michalis Giaourtas, Iasonas Mastorakis, Georgios Ieronymakis, Georgios-Michail Matzouranis, Vassilis Flouris, Nick Kossifidis, Manolis Marazakis, Bhavishya Goel, Madhavan Manivannan, Ahsen Ejaz, Panagiotis Strikos, Mateo Vázquez, Ioannis Sourdis, Pedro Trancoso, Per Stenström, Jens Hagemeyer, Lennart Tigges, Nils Kucza, Jean-Marc Philippe, Ioannis Papaefstathiou
2023-01 CF

LEGaTO: towards energy-efficient, secure, fault-tolerant toolset for heterogeneous computing

Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez
+30 more show fewer
Daniel Jiménez-González, Carlos Álvarez, Behzad Salami, Sergi Madonar, Miquel Pericàs, Pedro Trancoso, Micha vor dem Berge, Gunnar Billung-Meyer, Stefan Krupop, Wolfgang Christmann, Frank Klawonn, Amani Mihklafi, Tobias Becker, Georgi Gaydadjiev, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Vesna Nowack, Christof Fetzer, Jens Hagemeyer, Thorsten Jungeblut, Nils Kucza, Martin Kaiser, Mario Porrmann, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber
2018-01 CF

RECS: A Scalable Platform for Heterogeneous Computing

Kevin Mika, Florian Porrmann, Nils Kucza, René Griessl, Jens Hagemeyer
2023-01 SOCC