Mapping Deep Neural Networks on SpiNNaker2. - Florian Kelber; Binyi Wu; Bernhard Vogginger; Johannes Partzsch; Chen Liu 031; Marco Stolba; Christian Mayr 001 (NICE, 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 001 (CoRR, 2020)

Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars. - Hector A. Gonzalez; Florian Kelber; Marco Stolba; Chen Liu 031; Bernhard Vogginger; Stefan Hänzsche; Stefan Scholze; Sebastian Höppner; Christian Mayr 001 (ISCAS, 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 002; Stefan Schiefer; et al. (CoRR, 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 001 (Neuromorph. Comput. Eng., 2021)

Hardware Implementation of an OPC UA Server for Industrial Field Devices. - Heiner Bauer; Sebastian Höppner; Chris Paul Iatrou; Zohra Charania; Stephan Hartmann 002; Saif-Ur Rehman; Andreas Dixius; Georg Ellguth; Dennis Walter; Johannes Uhlig; Felix Neumärker; Marc Berthel; et al. (IEEE Trans. Very Large Scale Integr. Syst., 2021)

Spiking Neural Network based Real-time Radar Gesture Recognition Live Demonstration. - Jiaxin Huang 007; Pascal Gerhards; Felix Kreutz; Bernhard Vogginger; Florian Kelber; Daniel Scholz 002; Klaus Knobloch; Christian Georg Mayr (AICAS, 2022)

Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 Prototype. - Jiaxin Huang 007; Bernhard Vogginger; Pascal Gerhards; Felix Kreutz; Florian Kelber; Daniel Scholz 002; Klaus Knobloch; Christian Georg Mayr (AICAS, 2022)

Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning Approaches. - Tim Langer; Bernd Waschneck; Johannes Partzsch; Florian Kelber; Christian Mayr 001 (ICPR, 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 001; Florian Kelber; Heiner Bauer; Stefan Scholze; Stefan Hänzsche; Marco Stolba; Andreas Dixius; Georg Ellguth; Dennis Walter; Sebastian Höppner; et al. (IEEE Trans. Biomed. Circuits Syst., 2022)

Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2. - Jiaxin Huang 007; Florian Kelber; Bernhard Vogginger; Binyi Wu; Felix Kreutz; Pascal Gerhards; Daniel Scholz 002; Klaus Knobloch; Christian Georg Mayr (AICAS, 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 031; Marco Stolba; Florian Kelber; Heiner Bauer; Stefan Hänzsche; Stefan Scholze; Marc Berthel; Tim Rosmeisl; Liyuan Guo; Dennis Walter; et al. (CICC, 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 001 (CODAI, 2023)

Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2. - Jiaxin Huang 007; Bernhard Vogginger; Florian Kelber; Hector A. Gonzalez; Klaus Knobloch; Christian Georg Mayr (ICONS, 2024)

CA-CFAR is Convolution: Fast Target Detection with Machine Learning Accelerator. - Chen Liu 031; Florian Kelber; Bernhard Vogginger; Christian Mayr 001 (MECO, 2024)

SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning. - Hector A. Gonzalez; Jiaxin Huang 007; Florian Kelber; Khaleelulla Khan Nazeer; Tim Langer; Chen Liu 031; Matthias Lohrmann; Amirhossein Rostami; Mark Schöne; Bernhard Vogginger; Timo C. Wunderlich; Yexin Yan; et al. (CoRR, 2024)

OctopuScheduler: On-Chip DNN Scheduling on the SpiNNaker2 Neuromorphic MPSoC. - Tim Langer; Matthias Jobst; Chen Liu 031; Florian Kelber; Bernhard Vogginger; Christian Mayr 001 (NICE, 2025)

NLU: An Adaptive, Small-Footprint, Low-Power Neural Learning Unit for Edge and IoT Applications. - 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 001 (IEEE Open J. Circuits Syst., 2025)