Chen Liu - RankMe

18 papers C 2Journal 7Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An End-to-End DNN Inference Framework for the SpiNNaker2 Neuromorphic MPSoC. CoRR Matthias Jobst, Tim Langer, Chen Liu, Mehmet Alici, Hector A. Gonzalez, Christian Mayr
2025	—	`conf`	Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation. NICE Sirine Arfa, Bernhard Vogginger, Chen Liu, Johannes Partzsch, Mark Schöne, Christian Mayr
2025	J	`jnl`	Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation. CoRR Sirine Arfa, Bernhard Vogginger, Chen Liu, Johannes Partzsch, Mark Schöne, Christian Mayr
2025	—	`conf`	OctopuScheduler: On-Chip DNN Scheduling on the SpiNNaker2 Neuromorphic MPSoC. NICE Tim Langer, Matthias Jobst, Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr
2024	C	`conf`	A Low-footprint FFT Accelerator for a RISC-V-based Multi-core DSP in FMCW Radars. ISCAS Hector A. Gonzalez, Marco Stolba, Bernhard Vogginger, Tim Rosmeisl, Chen Liu, Christian Mayr
2024	—	`conf`	CA-CFAR is Convolution: Fast Target Detection with Machine Learning Accelerator. MECO Chen Liu, Florian Kelber, Bernhard Vogginger, Christian Mayr
2024	J	`jnl`	Neuromorphic hardware for sustainable AI data centers. CoRR Bernhard Vogginger, Amirhossein Rostami, Vaibhav Jain, Sirine Arfa, Andreas Hantsch, David Kappel, Michael Schäfer, Ulrike Faltings, Hector A. Gonzalez, Chen Liu, Christian Mayr
2024	J	`jnl`	SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning. CoRR 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
2023	—	`conf`	A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power. CICC 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
2023	—	`conf`	Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM. CODAI Chen Liu, Matthias Jobst, Liyuan Guo, Xinyue Shi, Johannes Partzsch, Christian Mayr
2023	J	`jnl`	Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM. CoRR Chen Liu, Matthias Jobst, Liyuan Guo, Xinyue Shi, Johannes Partzsch, Christian Mayr
2022	J	`jnl`	Time-Coded Spiking Fourier Transform in Neuromorphic Hardware. IEEE Trans. Computers Javier López-Randulfe, Nico Reeb, Negin Karimi, Chen Liu, Hector A. Gonzalez, Robin Dietrich, Bernhard Vogginger, Christian Mayr, Alois C. Knoll
2022	J	`jnl`	Time-coded Spiking Fourier Transform in Neuromorphic Hardware. CoRR Javier López-Randulfe, Nico Reeb, Negin Karimi, Chen Liu, Hector A. Gonzalez, Robin Dietrich, Bernhard Vogginger, Christian Mayr, Alois C. Knoll
2022	—	`conf`	ZEN: A flexible energy-efficient hardware classifier exploiting temporal sparsity in ECG data. AICAS Matthias Jobst, Johannes Partzsch, Chen Liu, Liyuan Guo, Dennis Walter, Saif-Ur Rehman, Stefan Scholze, Sebastian Höppner, Christian Mayr
2021	—	`conf`	Phase-based Doppler Disambiguation in TDM and BPM MIMO FMCW Radars. RWS Chen Liu, Hector A. Gonzalez, Bernhard Vogginger, Christian Georg Mayr
2021	C	`conf`	Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars. ISCAS Hector A. Gonzalez, Florian Kelber, Marco Stolba, Chen Liu, Bernhard Vogginger, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Christian Mayr
2020	—	`conf`	Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping. EBCCSP Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr
2020	—	`conf`	Mapping Deep Neural Networks on SpiNNaker2. NICE Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr