Hector A. Gonzalez

19 papers C 3Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Heterogeneous computing platform for real-time robotics.
CoRR
Jakub Fil, Yulia Sandamirskaya, Hector A. Gonzalez, Loïc Azzalin, Stefan Glüge, Lukas Friedenstab, Friedrich Wolf, Tim Rosmeisl, Matthias Lohrmann, Mahmoud Akl, Khaleelulla Khan Nazeer, Leonie Wolf, Kristin Richter, Holm Puder, Mazhar Ali Bari, Xuan Choo, Noha Alharthi, Michael Hopkins, Christian Georg Mayr, Jens Struckmeier, Steve B. Furber
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
Event-based backpropagation on the neuromorphic platform SpiNNaker2.
NICE
Gabriel Béna, Timo Wunderlich, Mahmoud Akl, Bernhard Vogginger, Christian Mayr, Hector A. Gonzalez
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
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2.
ICONS
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr
2024 J jnl
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2.
CoRR
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg 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
ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers.
CoRR
Zihao Chen, Zhili Xiao, Mahmoud Akl, Johannes Leugering, Omowuyi Olajide, Adil Malik, Nik Dennler, Chad Harper, Subhankar Bose, Hector A. Gonzalez, Jason Eshraghian, Riccardo Pignari, Gianvito Urgese, Andreas G. Andreou, Sadasivan Shankar, Christian Mayr, Gert Cauwenberghs, Shantanu Chakrabartty
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
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
2021 J jnl
Hardware Acceleration of EEG-Based Emotion Classification Systems: A Comprehensive Survey.
IEEE Trans. Biomed. Circuits Syst.
Hector A. Gonzalez, Richard George, Shahzad Muzaffar, Javier Acevedo, Sebastian Höppner, Christian Mayr, Jerald Yoo, Frank H. P. Fitzek, Ibrahim M. Elfadel
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 C conf
An Inference Hardware Accelerator for EEG-Based Emotion Detection.
ISCAS
Hector A. Gonzalez, Shahzad Muzaffar, Jerald Yoo, Ibrahim Abe M. Elfadel
2020 J jnl
BioCNN: A Hardware Inference Engine for EEG-Based Emotion Detection.
IEEE Access
Hector A. Gonzalez, Shahzad Muzaffar, Jerald Yoo, Ibrahim M. Elfadel
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
2019 — conf
EEG-based Emotion Detection Using Unsupervised Transfer Learning.
EMBC
Hector A. Gonzalez, Jerald Yoo, Ibrahim Abe M. Elfadel