Florian Kelber

20 papers B 1C 1Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
NLU: An Adaptive, Small-Footprint, Low-Power Neural Learning Unit for Edge and IoT Applications.
IEEE Open J. Circuits Syst.
Amirhossein Rostami, Seyed Mohammad Ali Zeinolabedin, Liyuan Guo, Florian Kelber, Heiner Bauer, Andreas Dixius, Stefan Scholze, Marc Berthel, Dennis Walter, Johannes Uhlig, Bernhard Vogginger, Christian Mayr
2025 — conf
OctopuScheduler: On-Chip DNN Scheduling on the SpiNNaker2 Neuromorphic MPSoC.
NICE
Tim Langer, Matthias Jobst, Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr
2024 — conf
CA-CFAR is Convolution: Fast Target Detection with Machine Learning Accelerator.
MECO
Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr
2024 — conf
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2.
ICONS
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr
2024 J jnl
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2.
CoRR
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr
2024 J jnl
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning.
CoRR
Hector A. Gonzalez, Jiaxin Huang, Florian Kelber, Khaleelulla Khan Nazeer, Tim Langer, Chen Liu, Matthias Lohrmann, Amirhossein Rostami, Mark Schöne, Bernhard Vogginger, Timo C. Wunderlich, Yexin Yan, Mahmoud Akl, Christian Mayr
2023 — conf
A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power.
CICC
Hector A. Gonzalez, Bernhard Vogginger, Chen Liu, Marco Stolba, Florian Kelber, Heiner Bauer, Stefan Hänzsche, Stefan Scholze, Marc Berthel, Tim Rosmeisl, Liyuan Guo, Dennis Walter, Piash Das, Khaleelulla Khan Nazeer, Tilo Schubert, Sebastian Höppner, Christian Mayr
2023 — conf
Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2.
AICAS
Jiaxin Huang, Florian Kelber, Bernhard Vogginger, Binyi Wu, Felix Kreutz, Pascal Gerhards, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
2023 — conf
Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management.
CODAI
Bernhard Vogginger, Florian Kelber, Shambhavi Balamuthu Sampath, Johannes Partzsch, Christian Mayr
2022 J jnl
A 16-Channel Fully Configurable Neural SoC With 1.52 $\mu$W/Ch Signal Acquisition, 2.79 $\mu$W/Ch Real-Time Spike Classifier, and 1.79 TOPS/W Deep Neural Network Accelerator in 22 nm FDSOI.
IEEE Trans. Biomed. Circuits Syst.
Seyed Mohammad Ali Zeinolabedin, Franz Marcus Schüffny, Richard George, Florian Kelber, Heiner Bauer, Stefan Scholze, Stefan Hänzsche, Marco Stolba, Andreas Dixius, Georg Ellguth, Dennis Walter, Sebastian Höppner, Christian Mayr
2022 B conf
Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches.
ICPR
Tim Langer, Bernd Waschneck, Johannes Partzsch, Florian Kelber, Christian Mayr
2022 — conf
Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 Prototype.
AICAS
Jiaxin Huang, Bernhard Vogginger, Pascal Gerhards, Felix Kreutz, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
2022 — conf
Spiking Neural Network based Real-time Radar Gesture Recognition Live Demonstration.
AICAS
Jiaxin Huang, Pascal Gerhards, Felix Kreutz, Bernhard Vogginger, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
2021 J jnl
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control.
Neuromorph. Comput. Eng.
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
2021 J jnl
Hardware Implementation of an OPC UA Server for Industrial Field Devices.
CoRR
Heiner Bauer, Sebastian Höppner, Chris Paul Iatrou, Zohra Charania, Stephan Hartmann, Saif-Ur Rehman, Andreas Dixius, Georg Ellguth, Dennis Walter, Johannes Uhlig, Felix Neumärker, Marc Berthel, Marco Stolba, Florian Kelber, Leon Urbas, Christian Mayr
2021 J jnl
Hardware Implementation of an OPC UA Server for Industrial Field Devices.
IEEE Trans. Very Large Scale Integr. Syst.
Heiner Bauer, Sebastian Höppner, Chris Paul Iatrou, Zohra Charania, Stephan Hartmann, Saif-Ur Rehman, Andreas Dixius, Georg Ellguth, Dennis Walter, Johannes Uhlig, Felix Neumärker, Marc Berthel, Marco Stolba, Florian Kelber, Leon Urbas, Christian Mayr
2021 J jnl
The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing.
CoRR
Sebastian Höppner, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Marco Stolba, Florian Kelber, Bernhard Vogginger, Felix Neumärker, Georg Ellguth, Stephan Hartmann, Stefan Schiefer, Thomas Hocker, Dennis Walter, Gengting Liu, Jim D. Garside, Steve B. Furber, Christian Mayr
2021 C conf
Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars.
ISCAS
Hector A. Gonzalez, Florian Kelber, Marco Stolba, Chen Liu, Bernhard Vogginger, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Christian Mayr
2020 J jnl
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi.
CoRR
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
2020 — conf
Mapping Deep Neural Networks on SpiNNaker2.
NICE
Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr