Fotografi av Jose Nunez-Yanez

Jose Nunez-Yanez

Professor

Publikationer

Jose Luis Nunez-Yanez, Hadi Mousanejad Jeddi,  SGRACE: Scalable Architecture for On-Device Inference and Training of Graph Attention and Convolutional Networks, IEEE Transactions on Very Large Scale Integration (vlsi) Systems (2025)  https://doi.org/10.1109/TVLSI.2025.3591522

Mahdieh Grailootanha, Jose Luis Nunez-Yanez,  Heterogeneous Edge Computing for Molecular Property Prediction with Graph Convolutional Networks, Electronics 14:101 (2025)  https://doi.org/10.3390/electronics14010101

Jose Nunez-Yanez,  Adaptive Quantization of Graph Convolutional Networks with Hardware-Aware On-device Training, 2024 IEEE NORDIC CIRCUITS AND SYSTEMS CONFERENCE, NORCAS, IEEE (2024)  https://doi.org/10.1109/NorCAS64408.2024.10752483

Habib Taha Kose, Jose Nunez-Yanez, Robert Piechocki, James Pope,  A Survey of Computationally Efficient Graph Neural Networks for Reconfigurable Systems, Information 15:377 (2024)  https://doi.org/10.3390/info15070377

Hadi Mousanejad Jeddi, Mahdieh Grailootanha, Jose Luis Nunez-Yanez,  Leveraging Dynamic Range Analysis for Efficient Post-Training Quantization in Graph Convolutional Networks, 2024 IEEE NORDIC CIRCUITS AND SYSTEMS CONFERENCE, NORCAS, IEEE (2024)  https://doi.org/10.1109/NorCAS64408.2024.10752486

Organisation