Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping. - Matthias Jobst; Chen Liu 031; Johannes Partzsch; Yexin Yan; David Kappel; Hector A. Gonzalez; Yue Ji; Bernhard Vogginger; Christian Mayr 001 (EBCCSP, 2020)

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

Phase-based Doppler Disambiguation in TDM and BPM MIMO FMCW Radars. - Chen Liu 031; Hector A. Gonzalez; Bernhard Vogginger; Christian Georg Mayr (RWS, 2021)

ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data. - Matthias Jobst; Johannes Partzsch; Chen Liu 031; Liyuan Guo; Dennis Walter; Saif-Ur Rehman; Stefan Scholze; Sebastian Höppner; Christian Mayr 001 (AICAS, 2022)

Time-Coded Spiking Fourier Transform in Neuromorphic Hardware. - Javier López-Randulfe; Nico Reeb; Negin Karimi; Chen Liu 031; Hector A. Gonzalez; Robin Dietrich; Bernhard Vogginger; Christian Mayr 001; Alois C. Knoll (IEEE Trans. Computers, 2022)

Doppler Ambiguity Dataset. - Jiawei Li; Chen Liu 031 (IEEE DataPort, 2022)

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)

Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM. - Chen Liu 031; Matthias Jobst; Liyuan Guo; Xinyue Shi; Johannes Partzsch; Christian Mayr 001 (CODAI, 2023)

A Low-footprint FFT Accelerator for a RISC-V-based Multi-core DSP in FMCW Radars. - Hector A. Gonzalez; Marco Stolba; Bernhard Vogginger; Tim Rosmeisl; Chen Liu 031; Christian Mayr 001 (ISCAS, 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)

Neuromorphic hardware for sustainable AI data centers. - Bernhard Vogginger; Amirhossein Rostami; Vaibhav Jain; Sirine Arfa; Andreas Hantsch; David Kappel; Michael Schäfer; Ulrike Faltings; Hector A. Gonzalez; Chen Liu 031; Christian Mayr 001 (CoRR, 2024)

Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation. - Sirine Arfa; Bernhard Vogginger; Chen Liu 031; Johannes Partzsch; Mark Schöne; Christian Mayr 001 (NICE, 2025)

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)

An End-to-End DNN Inference Framework for the SpiNNaker2 Neuromorphic MPSoC. - Matthias Jobst; Tim Langer; Chen Liu 031; Mehmet Alici; Hector A. Gonzalez; Christian Mayr 001 (CoRR, 2025)