Florian Kelber

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Signal Acquisition

Gesture Recognition

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

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
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning. CoRR (2024)
Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr
CA-CFAR is Convolution: Fast Target Detection with Machine Learning Accelerator. MECO (2024)
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2. CoRR (2024)
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
A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power. CICC (2023)
Bernhard Vogginger, Florian Kelber, Shambhavi Balamuthu Sampath, Johannes Partzsch, Christian Mayr
Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management. CODAI (2023)
Jiaxin Huang, Florian Kelber, Bernhard Vogginger, Binyi Wu, Felix Kreutz, Pascal Gerhards, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2. AICAS (2023)
Jiaxin Huang, Bernhard Vogginger, Pascal Gerhards, Felix Kreutz, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 Prototype. AICAS (2022)
Jiaxin Huang, Pascal Gerhards, Felix Kreutz, Bernhard Vogginger, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr
Spiking Neural Network based Real-time Radar Gesture Recognition Live Demonstration. AICAS (2022)
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
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. 16 (1) (2022)
Tim Langer, Bernd Waschneck, Johannes Partzsch, Florian Kelber, Christian Mayr
Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches. ICPR (2022)
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
The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing. CoRR (2021)
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
Hardware Implementation of an OPC UA Server for Industrial Field Devices. CoRR (2021)
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
Hardware Implementation of an OPC UA Server for Industrial Field Devices. IEEE Trans. Very Large Scale Integr. Syst. 29 (11) (2021)
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control. Neuromorph. Comput. Eng. 1 (1) (2021)
Hector A. Gonzalez, Florian Kelber, Marco Stolba, Chen Liu, Bernhard Vogginger, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Christian Mayr
Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars. ISCAS (2021)
Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi. CoRR (2020)
Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr
Mapping Deep Neural Networks on SpiNNaker2. NICE (2020)