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Hector A. Gonzalez
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EEG-based emotion detection using unsupervised transfer learning
HA Gonzalez, J Yoo, IM Elfadel
2019 41st annual international conference of the IEEE engineering in …, 2019
472019
BioCNN: A hardware inference engine for EEG-based emotion detection
HA Gonzalez, S Muzaffar, J Yoo, IM Elfadel
IEEE Access 8, 140896-140914, 2020
412020
Doppler ambiguity resolution for binary-phase-modulated MIMO FMCW radars
HA Gonzalez, C Liu, B Vogginger, CG Mayr
2019 International Radar Conference (RADAR), 1-6, 2019
282019
Automotive radar processing with spiking neural networks: Concepts and challenges
B Vogginger, F Kreutz, J López-Randulfe, C Liu, R Dietrich, HA Gonzalez, ...
Frontiers in neuroscience 16, 851774, 2022
212022
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G …, 2023
202023
Hardware acceleration of EEG-based emotion classification systems: a comprehensive survey
HA Gonzalez, R George, S Muzaffar, J Acevedo, S Hoeppner, C Mayr, ...
IEEE Transactions on Biomedical Circuits and Systems 15 (3), 412-442, 2021
202021
Doppler disambiguation in MIMO FMCW radars with binary phase modulation
HA Gonzalez, C Liu, B Vogginger, P Kumaraveeran, CG Mayr
IET Radar, Sonar & Navigation 15 (8), 884-901, 2021
142021
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
J Yik, KV Berghe, D Blanken, Y Bouhadjar, M Fabre, P Hueber, D Kleyko, ...
arXiv preprint arXiv:2304.04640, 2023
112023
Phase-based doppler disambiguation in TDM and BPM MIMO FMCW radars
C Liu, HA Gonzalez, B Vogginger, CG Mayr
2021 IEEE Radio and Wireless Symposium (RWS), 87-90, 2021
112021
An inference hardware accelerator for EEG-based emotion detection
HA Gonzalez, S Muzaffar, J Yoo, IAM Elfadel
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
112020
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
HA Gonzalez, J Huang, F Kelber, KK Nazeer, T Langer, C Liu, ...
Workshop on Machine Learning with New Compute Paradigms at NeurIPS 2023 …, 2024
82024
Time-coded spiking fourier transform in neuromorphic hardware
J López-Randulfe, N Reeb, N Karimi, C Liu, HA Gonzalez, R Dietrich, ...
IEEE Transactions on Computers 71 (11), 2792-2802, 2022
82022
Event-based neural network for ECG classification with delta encoding and early stopping
M Jobst, C Liu, J Partzsch, Y Yan, D Kappel, HA Gonzalez, Y Ji, ...
2020 6th International Conference on Event-Based Control, Communication, and …, 2020
82020
Neuromorphic hardware for sustainable AI data centers
B Vogginger, A Rostami, V Jain, S Arfa, A Hantsch, D Kappel, M Schäfer, ...
arXiv preprint arXiv:2402.02521, 2024
42024
Ultra-high compression of twiddle factor ROMs in multi-core DSP for FMCW radars
HA Gonzalez, F Kelber, M Stolba, C Liu, B Vogginger, S Hänzsche, ...
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
42021
Efficient DBSCAN Implementation in a Multi-core DSP for FMCW Radars
SF Qureshi, HA Gonzalez, C Liu, B Vogginger, M Stolba, S Scholze, ...
2022 IEEE Radar Conference (RadarConf22), 1-6, 2022
32022
A Low-footprint FFT Accelerator for a RISC-V-based Multi-core DSP in FMCW Radars
HA Gonzalez, M Stolba, B Vogginger, T Rosmeisl, C Liu, C Mayr
2024 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2024
12024
A 12-ADC 25-Core Smart MPSoC Using ABB in 22FDX for 77GHz MIMO Radars at 52.6mW Average Power
HA Gonzalez, B Vogginger, C Liu, M Stolba, F Kelber, H Bauer, ...
2023 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2023
12023
A Low-Power Multiprocessor Systems-on-Chip Architecture for Smart Dense Radars
HA Gonzalez
Technische Universität Dresden, 2024
2024
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2
J Huang, B Vogginger, F Kelber, H Gonzalez, K Knobloch, CG Mayr
2024 International Conference on Neuromorphic Systems (ICONS), 117-123, 2024
2024
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