Publications

Articles

International Journal Articles: 3

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: 8

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]
- Luís Fiolhais and Fernando Manuel Duarte Gonçalves and Rui Policarpo Duarte and Mário Pereira Véstias and José T. de Sousa, Low Energy Heterogeneous Computing with Multiple RISC-V and CGRA Cores, presented at IEEE International Symposium on Circuits and Systems, May. 2019 [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]

2018

- Rui Policarpo Duarte and Horácio C. Neto, Stochastic processors on FPGAs to compute sensor data towards fault-tolerant IoT systems, presented at IEEE Conference on Dependable and Secure Computing (DSC), Dec. 2018 [DOI Article link] [bibTex]
- José Nascimento and Rui Policarpo Duarte and Mário Pereira Véstias, Hyperspectral compressive sensing: a low-power consumption approach, presented at Proeedings of SPIE, Nov. 2018 [bibTex]
- Rui Policarpo Duarte and Mário Pereira Véstias and Horácio C. Neto, Rapid Prototyping of Approximate Signal Processing Using Stochastic Processors on FPGAs, presented at International Conference on Design and Architectures for Signal and Image Processing, Oct. 2018 [bibTex]
- Rui Policarpo Duarte and Rui Miguel Carrasqueiro Henriques and Horácio C. Neto, FPGA-based OpenCL Accelerator for Discovering Temporal Patterns in Gene Expression Data Using Biclustering', presented at PBio 2018 Proceedings of the 6th International Workshop on Parallelism in Bioinformatics , Sep. 2018 [DOI Article link] [bibTex]
- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, Lite-CNN: A High-Performance Architecture to Execute CNNs in Low Density FPGAs, presented at International Conference on Field Programmable Logic and Applications (FPL), Aug. 2018 [DOI Article link] [bibTex]

National Conferences: 3

2019

2018

- Horácio C. Neto and Rui Policarpo Duarte and Mário Pereira Véstias and César Gouveia, CNN-Based Traffic-Sign Detection on FPGAs, presented at Jornadas sobre SIstemas Reconfiguráveis, Feb. 2018 [bibTex]
- Mário Pereira Véstias and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, Implementação Eficiente de Múltiplos Produtos Internos com DSP, presented at Jornadas sobre SIstemas Reconfiguráveis, Feb. 2018 [bibTex]

Dissertations

MSc Theses: 4

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]
- Dinis Pedro Pinto Marcos Madeira advised by Rui Policarpo Duarte and J. Monteiro, Processador Didático P4 - Especificação e Implementação do Processador e Ambiente de Desenvolvimento, MSc Thesis at Universidade de Lisboa, May. 2019 [bibTex]

2018

- Helena Alexandra Sabala Ruivo da Cruz advised by Rui Policarpo Duarte and Horácio C. Neto, On-Board Multi-core Fault-Tolerant SAR Imaging Architecture, MSc Thesis at Instituto Superior Técnico, Nov. 2018 [bibTex]