Dataset assembly for training Spiking Neural Networks
Baietto, A., Bihl, T. J., & Stewart, C. (2025). Dataset assembly for training Spiking Neural Networks. Neurocomputing, 622, 129207. https://doi.org/10.1016/j.neucom.2024.129207
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- GitHub University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- GitHub University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- GitHub University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Generative Data for Neuromorphic Computing
A. Baietto and T. J. Bihl, "Generative Data for Neuromorphic Computing," in 58th Hawaii International Conference on System Sciences (HICSS), Big Island, HI, USA, 2025, pp. 7246-7255, https://hdl.handle.net/10125/109719.
Dataset Augmentation for Robust Spiking Neural Networks
A. Baietto, C. Stewart and T. J. Bihl, "Dataset Augmentation for Robust Spiking Neural Networks," in 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), Toronto, ON, Canada, 2023, pp. 116-121, doi: 10.1109/ACSOS-C58168.2023.00050.
Lean Neural Networks for Real-time Embedded Spectral Notching Waveform Design
A. Baietto, J. Boubin, P. Farr and T. J. Bihl, "Lean Neural Networks for Real-time Embedded Spectral Notching Waveform Design," 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), Anchorage, AK, USA, 2022, pp. 1121-1126, doi: 10.1109/ISIE51582.2022.9831772.
Lean Neural Networks for Autonomous Radar Waveform Design
Baietto, A., Boubin, J., Farr, P., Bihl, T. J., Jones, A. M., & Stewart, C. (2022). Lean Neural Networks for Autonomous Radar Waveform Design. Sensors, 22(4), 1317. https://doi.org/10.3390/s22041317
Talks
Generative Data for Neuromorphic Computing
Conference Proceedings Presentation at 58th Hawaii International Conference on System Sciences, Big Island, HI, USA
Data-Aware Tuning of Deep Learning Models
PhD Dissertation Defense at The Ohio State University, Columbus, OH, USA
Data-Aware Tuning of Deep Learning Models
PhD Candidacy Defense at The Ohio State University, Columbus, OH, USA
Dataset Augmentation for Robust Spiking Neural Networks
Conference Proceedings Presentation at IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, Toronto, ON, Canada
Toward Robust Spiking Neural Networks
Poster Presentation at ACM International Conference on Neuromorphic Systems 2023, Santa Fe, NM, USA
Lean Neural Networks for Real-time Embedded Spectral Notching Waveform Design
Conference Proceedings Presentation at IEEE 31st International Symposium on Industrial Electronics, Anchorage, AK, USA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams