Jose Juan Hernandez Morales
Chair of Computer Science 12 (Hardware/Software Co-Design)
Research associates
Address
Cauerstraße 11 91058 Erlangen
Contact
Curriculum Vitæ
since 2024
Researcher at the Department of Computer Science 12 (Hardware-Software-Co-Design), Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
2021 − 2023
M. Sc. Computer Science, National Institute for Astrophysics, Optics and Electronics, Mexico
2011 − 2015
Bachelor in Mechatronics Engineering, Monterrey Institute of Technology and Higher Education, Mexico
Research Projects
- Neural Approximate Accelerator Architecture Optimization for DNN Inference on Lightweight FPGAs (NA³Os)
Research Interests
- Design of RISC-V instruction set extensions for acceleration in cryptography and neural networks applications
- Exploration of reconfigurable approximate computing techniques for error-resilient applications on edge devices
Open Theses
- Currently none
Publications
2026
- , , , , , , :
Co-Design of CNN Accelerators for TinyML using Approximate Matrix Decomposition
(2026)
DOI: 10.48550/arXiv.2604.16113
URL: https://arxiv.org/abs/2604.16113v2
BibTeX: Download
(online publication)
2025
- , , :
A SIMD MAC RISC-V Extension with Approximate Multipliers for Accelerating CNN Inference in Tiny Embedded Devices
38th GI/ITG International Conference on Architecture of Computing Systems (Kiel, 22. April 2025 - 24. April 2025)
In: Sven Tomforde, Christian Krupitzer, Stephane Vialle, Estela Suarez, and Thilo Pionteck (ed.): Architecture of Computing Systems, 38th International Conference, ARCS 2025, Kiel, Germany, April 22–24, 2025, Proceedings 2025
DOI: 10.1007/978-3-032-03281-2_12
URL: https://link.springer.com/chapter/10.1007/978-3-032-03281-2_12
BibTeX: Download