Publications

Articles

International Journal Articles: 6

2020

- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, A Configurable Architecture for Running Hybrid Convolutional Neural Networks in Low-Density FPGAs, article in IEEE Access pp. 1-15, to appear on 2020, IEEE [DOI Article link] [bibTex]
- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, A fast and scalable architecture to run convolutional neural networks in low density FPGAs, article in Microprocessors and Microsystems vol. 77 (103136), Sep. 2020, Elsevier [DOI Article link] [bibTex]
- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, Moving Deep Learning to the Edge, article in Algorithms vol. 13 (125), May. 2020 [DOI Article link] [bibTex]

2019

- Helena Alexandra Sabala Ruivo da Cruz and Rui Policarpo Duarte and Horácio C. Neto, Embedded Fault-Tolerant Accelerator Architecture for Synthetic-Aperture Radar Backprojection, article in Journal of Aerospace Information Systems vol. 16 (11), Nov. 2019 [DOI Article link] [bibTex]
- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, Fast Convolutional Neural Networks in Low Density FPGAs Using Zero-Skipping and Weight Pruning, article in Electronics vol. 8, Nov. 2019, MDPI [Article] [DOI Article link] [bibTex]
- João Miguel Morgado Pereira Vieira and Rui Policarpo Duarte and Horácio C. Neto, kNN-STUFF: kNN STreaming Unit For Fpgas, article in IEEE Access pp. 1-14, Nov. 2019, IEEE [DOI Article link] [bibTex]

International Conferences: 3

2020

- Rui Policarpo Duarte and Helena Alexandra Sabala Ruivo da Cruz and Horácio C. Neto, Reconfigurable Accelerator for On-Board SAR Imaging Using the Backprojection Algorithm, presented at Applied Reconfigurable Computing. Architectures, Tools, and Applications (ARC), Apr. 2020 [DOI Article link] [bibTex]

2019

- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, Hybrid Dot-Product Calculation for Convolutional Neural Networks in FPGA, presented at Field-Programmable Logic and Applications (FPL), Sep. 2019 [DOI Article link] [bibTex]
- Helena Alexandra Sabala Ruivo da Cruz and Rui Policarpo Duarte and Horácio C. Neto, Fault-Tolerant Architecture for On-board Dual-Core Synthetic-Aperture Radar Imaging, presented at Applied Reconfigurable Computing (ARC), Apr. 2019 [DOI Article link] [bibTex]

National Conferences: 4

2020

- Helena Alexandra Sabala Ruivo da Cruz and Rui Policarpo Duarte and Horácio C. Neto, Embedded Fault-Tolerant Architecture for Synthetic-Aperture Radar Backprojection, presented at XVI Jornadas Sobre Sistemas Reconfiguráveis (REC 2020), Feb. 2020 [bibTex]
- César Augusto Pereira Jesus Gouveia and Horácio C. Neto and Rui Policarpo Duarte and Mário Pereira Véstias, FPGA-Based Traffic-Sign Classification using CNNs, presented at XVI Jornadas Sobre Sistemas Reconfiguráveis (REC 2020), Feb. 2020 [bibTex]
- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, Redes Neuronais Convolucionais em FPGA de Baixa Densidade, presented at XVI Jornadas Sobre Sistemas Reconfiguráveis (REC 2020), Feb. 2020 [bibTex]

2019

Dissertations

MSc Theses: 3

2019

- César Augusto Pereira Jesus Gouveia advised by Horácio C. Neto and Rui Policarpo Duarte, FPGA-Based Traffic-Sign Classification, MSc Thesis at Instituto Superior Técnico, Jun. 2019 [bibTex]
- Guilherme Cruz Gil de Lima advised by Rui Policarpo Duarte and Horácio C. Neto, Sistema Embebido de Monitorização de Tráfego em Tempo Real para Cidades Inteligentes, MSc Thesis at Instituto Superior Técnico, Jun. 2019 [bibTex]
- Ricardo Rodrigues Carvalho advised by Horácio C. Neto, SoC-FPGA Monte Carlo Tree Search Processor, MSc Thesis at Instituto Superior Técnico, Jun. 2019 [bibTex]