Hector A. Gonzalez

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Fourier Transform

Classification Systems

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Bernhard Vogginger, Amirhossein Rostami, Vaibhav Jain, Sirine Arfa, Andreas Hantsch, David Kappel, Michael Schäfer, Ulrike Faltings, Hector A. Gonzalez, Chen Liu, Christian Mayr
Neuromorphic hardware for sustainable AI data centers. CoRR (2024)
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
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning. CoRR (2024)
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
ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers. CoRR (2024)
Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2. CoRR (2024)
Hector A. Gonzalez, Marco Stolba, Bernhard Vogginger, Tim Rosmeisl, Chen Liu, Christian Mayr
A Low-footprint FFT Accelerator for a RISC-V-based Multi-core DSP in FMCW Radars. ISCAS (2024)
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
A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power. CICC (2023)
Javier López-Randulfe, Nico Reeb, Negin Karimi, Chen Liu, Hector A. Gonzalez, Robin Dietrich, Bernhard Vogginger, Christian Mayr, Alois C. Knoll
Time-Coded Spiking Fourier Transform in Neuromorphic Hardware. IEEE Trans. Computers 71 (11) (2022)
Javier López-Randulfe, Nico Reeb, Negin Karimi, Chen Liu, Hector A. Gonzalez, Robin Dietrich, Bernhard Vogginger, Christian Mayr, Alois C. Knoll
Time-coded Spiking Fourier Transform in Neuromorphic Hardware. CoRR (2022)
Hector A. Gonzalez, Florian Kelber, Marco Stolba, Chen Liu, Bernhard Vogginger, Stefan Hänzsche, Stefan Scholze, Sebastian Höppner, Christian Mayr
Ultra-High Compression of Twiddle Factor ROMs in Multi-Core DSP for FMCW Radars. ISCAS (2021)
Hector A. Gonzalez, Richard George, Shahzad Muzaffar, Javier Acevedo, Sebastian Höppner, Christian Mayr, Jerald Yoo, Frank H. P. Fitzek, Ibrahim M. Elfadel
Hardware Acceleration of EEG-Based Emotion Classification Systems: A Comprehensive Survey. IEEE Trans. Biomed. Circuits Syst. 15 (3) (2021)
Chen Liu, Hector A. Gonzalez, Bernhard Vogginger, Christian Georg Mayr
Phase-based Doppler Disambiguation in TDM and BPM MIMO FMCW Radars. RWS (2021)
Hector A. Gonzalez, Shahzad Muzaffar, Jerald Yoo, Ibrahim M. Elfadel
BioCNN: A Hardware Inference Engine for EEG-Based Emotion Detection. IEEE Access 8 (2020)
Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr
Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping. EBCCSP (2020)
Hector A. Gonzalez, Shahzad Muzaffar, Jerald Yoo, Ibrahim Abe M. Elfadel
An Inference Hardware Accelerator for EEG-Based Emotion Detection. ISCAS (2020)
Hector A. Gonzalez, Jerald Yoo, Ibrahim Abe M. Elfadel
EEG-based Emotion Detection Using Unsupervised Transfer Learning. EMBC (2019)