Chen Liu

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

Hector A. Gonzalez, C. Mayr, D. Kappel, 2020, 2020 6th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP).

Efficient DBSCAN Implementation in a Multi-core DSP for FMCW Radars

Hector A. Gonzalez, Chen Liu, Bernhard Vogginger, 2022, 2022 IEEE Radar Conference (RadarConf22).

Automotive Radar Processing With Spiking Neural Networks: Concepts and Challenges

Cyprian Grassmann, Daniel Auge, Muhammad Arsalan, 2022, Frontiers in Neuroscience.

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

Hector A. Gonzalez, Bernhard Vogginger, Chen Liu, 2021, 2021 IEEE Radio and Wireless Symposium (RWS).

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

Steve B. Furber, David Kappel, Wolfgang Maass, 2018, Front. Neurosci..

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

J. Partzsch, M. Jobst, Chen Liu, 2022, International Conference on Artificial Intelligence Circuits and Systems.

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

J. Partzsch, M. Jobst, Chen Liu, 2023, ArXiv.

Time-Coded Spiking Fourier Transform in Neuromorphic Hardware

Negin Karimi, Chen Liu, Alois Knoll, 2022, IEEE Transactions on Computers.

Doppler disambiguation in MIMO FMCW radars with binary phase modulation

Chen Liu, B. Vogginger, C. Mayr, 2021, IET Radar, Sonar & Navigation.

Doppler Ambiguity Resolution for Binary-Phase-Modulated MIMO FMCW Radars

Chen Liu, Hector A. Gonzalez, Christian G. Mayr, 2019, 2019 International Radar Conference (RADAR).

Efficient SNN multi-cores MAC array acceleration on SpiNNaker 2

Chen Liu, Florian Kelber, B. Vogginger, 2023, Frontiers in neuroscience.

Neuromorphic hardware for sustainable AI data centers

Chen Liu, A. Rostami, Ulrike Faltings, 2024, ArXiv.