Chen Liu

According to our database, Chen Liu authored at least 16 papers between 2020 and 2025.

Collaborative distances:

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

2025

An End-to-End DNN Inference Framework for the SpiNNaker2 Neuromorphic MPSoC.

Matthias Jobst, Tim Langer, Chen Liu, Mehmet Alici, Hector A. Gonzalez, Christian Mayr

CoRR, July, 2025

OctopuScheduler: On-Chip DNN Scheduling on the SpiNNaker2 Neuromorphic MPSoC.

Tim Langer, Matthias Jobst, Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr

Proceedings of the Neuro Inspired Computational Elements, 2025

Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation.

Sirine Arfa, Bernhard Vogginger, Chen Liu, Johannes Partzsch, Mark Schöne, Christian Mayr

Proceedings of the Neuro Inspired Computational Elements, 2025

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, Christian Mayr

CoRR, 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

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, Christian Mayr

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM.

Chen Liu, Matthias Jobst, Liyuan Guo, Xinyue Shi, 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

2022

Doppler Ambiguity Dataset.

Jiawei Li, Chen Liu

Dataset, November, 2022

Time-Coded Spiking Fourier Transform in Neuromorphic Hardware.

Javier López-Randulfe, Nico Reeb, Negin Karimi, Chen Liu, Hector A. Gonzalez, Robin Dietrich, Bernhard Vogginger, Christian Mayr, Alois C. Knoll

IEEE Trans. Computers, 2022

ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data.

Matthias Jobst, Johannes Partzsch, Chen Liu, Liyuan Guo, Dennis Walter, Saif-Ur Rehman, Stefan Scholze, Sebastian Höppner, Christian Mayr

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

2021

Phase-based Doppler Disambiguation in TDM and BPM MIMO FMCW Radars.

Chen Liu, Hector A. Gonzalez, Bernhard Vogginger, Christian Georg Mayr

Proceedings of the IEEE Radio and Wireless Symposium, 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

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

Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping.

Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr

Proceedings of the 6th International Conference on Event-Based Control, 2020