Florian Kelber

According to our database, Florian Kelber authored at least 16 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning.

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

CoRR, 2024

CA-CFAR is Convolution: Fast Target Detection with Machine Learning Accelerator.

Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr

Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2.

Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr

Proceedings of the International Conference on Neuromorphic Systems, 2024

2023

Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management.

Bernhard Vogginger, Florian Kelber, Shambhavi Balamuthu Sampath, Johannes Partzsch, Christian Mayr

Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for Edge AI, 2023

A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power.

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

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2.

Jiaxin Huang, Florian Kelber, Bernhard Vogginger, Binyi Wu, Felix Kreutz, Pascal Gerhards, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

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.

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

IEEE Trans. Biomed. Circuits Syst., 2022

Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches.

Tim Langer, Bernd Waschneck, Johannes Partzsch, Florian Kelber, Christian Mayr

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 Prototype.

Jiaxin Huang, Bernhard Vogginger, Pascal Gerhards, Felix Kreutz, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

Spiking Neural Network based Real-time Radar Gesture Recognition Live Demonstration.

Jiaxin Huang, Pascal Gerhards, Felix Kreutz, Bernhard Vogginger, Florian Kelber, Daniel Scholz, Klaus Knobloch, Christian Georg Mayr

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Hardware Implementation of an OPC UA Server for Industrial Field Devices.

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

IEEE Trans. Very Large Scale Integr. Syst., 2021

Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control.

Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr

Neuromorph. Comput. Eng., 2021

The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing.

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

CoRR, 2021

Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars.

Hector A. Gonzalez, Florian Kelber, Marco Stolba, Chen Liu, Bernhard Vogginger, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Christian Mayr

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi.

Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr

CoRR, 2020

Mapping Deep Neural Networks on SpiNNaker2.

Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr

Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020