MSc F. Gama
Guest
Signal Processing Systems (SPS), Department of Microelectronics
Signal Processing Systems (SPS), Department of Microelectronics
Expertise: Graph signal processing
Themes: Signal processing for communicationBiography
Fernando Gama is a PhD student at Penn State, and was a visitor at CAS from July until September 2017, working with Geert Leus.
Publications
- Graphs, Convolutions, and Neural Networks: From Graph Filters to Graph Neural Networks
F. Gama; E. Isufi; G. Leus; A. Ribeiro;
IEEE Signal Processing Magazine,
Volume 37, Issue 6, pp. 128-138, 2020. DOI: 10.1109/MSP.2020.3016143
document - Convolutional neural network architectures for signals supported on graphs
F. Gama; A.G. Marques; G. Leus; A. Ribeiro;
IEEE Tr. Signal Processing,
Volume 67, Issue 4, pp. 1034-1049, February 2019. DOI: 10.1109/TSP.2018.2887403
document - Controllability of Bandlimited Graph Processes Over Random Time Varying Graphs
F. Gama; E. Isufi; A. Ribeiro; G. Leus;
IEEE Trans. on Signal Processing,
Volume 67, Issue 24, pp. 6440--6454, December 2019. DOI: 10.1109/TSP.2019.2952053 - Aggregation Graph Neural Networks
F. Gama; A.G. Marques; A. Ribeiro; G. Leus;
In 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Brighton, UK, IEEE, pp. 4943-4947, May 2019. DOI: 10.1109/ICASSP.2019.8682975
document - Design Strategies for Sparse Control of Random Time-Varying Networks
M. Coutino; E. Isufi; F. Gama; A. Ribeiro; G. Leus;
In Proc. of Asilomar Conf. on Signals, Systems, and Computers (Asilomar),
Pacific Grove, California, USA, pp. 184--188, November 2019. DOI: 10.1109/IEEECONF44664.2019.9049024 - Convolutional Graph Neural Networks
F. Gama; A.G. Marques; G. Leus; A. Ribeiro;
In Proc. of Asilomar Conf. on Signals, Systems, and Computers (Asilomar),
Pacific Grove, California, USA, pp. 452--456, November 2019. DOI: 10.1109/IEEECONF44664.2019.9048767 - Aggregation Convolutional Neural Networks for Graph Signals
F. Gama; A. Ribeiro; A. Marques; G. Leus;
In Graph Signal Processing Workshop (GSP18),
Lausanne (CH), June 2018. - Control of graph signals over random time-varying graphs
F. Gama; E. Isufi; G. Leus; A. Ribeiro;
In 2018 IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP),
Calgary (Canada), IEEE, pp. 4169-4173, April 2018. ISSN: 2379-190X. DOI: 10.1109/ICASSP.2018.8462381
document - Convolutional neural networks via node-varying graph filters
F. Gama; G. Leus; A. Marques; A. Ribeiro;
In IEEE Data Science Workshop (DSW18),
Lausanne (CH), IEEE, pp. 1-5, June 2018. DOI: 10.1109/DSW.2018.8439899
document - MIMO Graph Filters for Convolutional Neural Networks
F. Gama; A.G. Marques; A. Ribeiro; G. Leus;
In Proc. of the IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2018),
Kalamata, Greece, June 2018.
document
BibTeX support
Last updated: 17 Oct 2017
Fernando Gama
Alumnus- Left in 2017
- Personal webpage