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Florian Kelber
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2020 – today
- 2024
- [c9]Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr:
CA-CFAR is Convolution: Fast Target Detection with Machine Learning Accelerator. MECO 2024: 1-6 - [i5]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 abs/2401.04491 (2024) - [i4]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 abs/2406.17049 (2024) - 2023
- [c8]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: 1-5 - [c7]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: 1-2 - [c6]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: 27-31 - 2022
- [j3]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): 94-107 (2022) - [c5]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: 362-365 - [c4]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: 500 - [c3]Tim Langer
, Bernd Waschneck, Johannes Partzsch
, Florian Kelber, Christian Mayr:
Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches. ICPR 2022: 755-761 - 2021
- [j2]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): 14002 (2021) - [j1]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): 1998-2002 (2021) - [c2]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: 1-5 - [i3]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 abs/2103.08392 (2021) - [i2]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 abs/2105.00789 (2021) - 2020
- [c1]Florian Kelber, Binyi Wu
, Bernhard Vogginger, Johannes Partzsch
, Chen Liu, Marco Stolba, Christian Mayr:
Mapping Deep Neural Networks on SpiNNaker2. NICE 2020: 18:1-18:3 - [i1]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 abs/2009.08921 (2020)
Coauthor Index
aka: Christian Georg Mayr
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