Publications

Books

Book Chapters: 9

2021

- Wil Schilders and Gianluigi Rozza and Alfio Quarteroni and Stefano Grivet-Talocia and Peter Benner and L. Miguel Silveira, Model order reduction: basic concepts and notation, chapter of Model order reduction Volume 1 - System and Data-Driven Methods and Algorithms, Dec. 2021, De Gruyter [bibTex]
- Peter Benner and Stefano Grivet-Talocia and Alfio Quarteroni and Gianluigi Rozza and Will Schilders and L. Miguel Silveira, Model order reduction: basic concepts and notation, chapter of Model Order Reduction Volume 1 System and Data-Driven Methods and Algorithms, Nov. 2021, De Gruyter [bibTex]
- Stefano Grivet-Talocia and L. Miguel Silveira, Post-processing methods for passivity enforcement, chapter of Model Order Reduction Volume 1 System and Data-Driven Methods and Algorithms, Nov. 2021, De Gruyter [bibTex]

2020

- Mário Pereira Véstias, Processing Systems for Deep Learning Inference on Edge Devices, chapter of Convergence of Artificial Intelligence and the Internet of Things, May. 2020, Springer, Cham [bibTex]
- Mário Pereira Véstias, High-Speed Viterbi Decoder, chapter of Encyclopedia of Information Science and Technology, 5th edition, Mar. 2020, IGI Global [bibTex]
- Mário Pereira Véstias, Field-Programmable Gate Array, chapter of Encyclopedia of Information Science and Technology, Fifth Edition, Mar. 2020, IGI Global [bibTex]
- Mário Pereira Véstias, Convolutional Neural Network, chapter of Encyclopedia of Information Science and Technology, Fifth Edition,, Mar. 2020, IGI Global [bibTex]
- Mário Pereira Véstias, Deep Learning on Edge: Challenges and Trends, chapter of Smart Systems Design, Applications, and Challenges, Mar. 2020, IGI Global [bibTex]

Articles

International Journal Articles: 37

2022

- Francisco de Melo and Horácio C. Neto and Hugo Plácido da Silva, System on Chip (SoC) for Invisible Electrocardiography (ECG) Biometrics, article in Sensors vol. 22, Jan. 2022, MDPI [DOI Article link] [bibTex]

2021

- Nuno Neves and Pedro Tomás and Nuno Roma, A Reconfigurable Posit Tensor Unit with Variable-Precision Arithmetic and Automatic Data Streaming, article in Journal of Signal Processing Systems vol. 93 (12) pp. 1365--1385, Dec. 2021, Springer [DOI Article link] [bibTex] [PDF]
- Paulo Alexandre Crisóstomo Lopes and José António Beltran Gerald, Low Delay Short Word Length Sigma Delta Active Noise Control, article in IEEE Transactions on Circuits and Systems I: Regular Papers, to appear on 2021 [bibTex]
- Leila Rashidi and Amir Dalili-Yazdi and Reza Entezari-Maleki and Leonel Sousa and Ali Movaghar, Modeling Epidemic Routing: Capturing Frequently Visited Locations While Preserving Scalability, article in IEEE Transactions on Vehicular Technology, to appear on 2021 [bibTex] [PDF]
- Henrique R. A. Freitas and Celso L. Mendes and Aleksandar Ilic, Performance optimization of the MGB hydrological model for multi-core and GPU architectures, article in , to appear on 2021, Elsevier [bibTex]
- Ricardo Nobre and Aleksandar Ilic and Sergio Santander-Jiménez and Leonel Sousa, Retargeting Tensor Accelerators for Epistasis Detection, article in IEEE Transactions on Parallel and Distributed Systems pp. 15, to appear on 2021, IEEE [bibTex]
- João Miguel Morgado Pereira Vieira and Nuno Roma and Gabriel Falcao and Pedro Tomás, A Compute Cache System for Signal Processing Applications, article in Journal of Signal Processing Systems vol. 93 (10) pp. 1173--1186, Oct. 2021, Springer [DOI Article link] [bibTex] [PDF]
- Filipe Pedro Guerra Magalhães and J. Monteiro and Juan Acebron and José Herrero Ramon, A Distributed Monte Carlo Based Linear Algebra Solver Applied to the Analysis of Large Complex Networks, article in Future Generation Computer Systems, Oct. 2021 [bibTex]
- Pedro José Runa Miranda and Daniel Garigali Pestana and João Dias Lopes and Rui Policarpo Duarte and Mário Pereira Véstias and Horácio C. Neto and José T. de Sousa, Configurable Hardware Core for IoT Object Detection, article in Future Internet vol. 13 (11), Oct. 2021 [Article] [DOI Article link] [bibTex]
- Mário Pereira Véstias and Horácio C. Neto, Decimal Multiplication in FPGA with a Novel Decimal Adder/Subtractor, article in Algorithms vol. 14 (7), Jun. 2021 [Article] [DOI Article link] [bibTex]
- Roger Endrigo Carvalho Porto and Murilo Perleberg and Vladimir Afonso and Bruno Zatt and Nuno Roma and Luciano Agostini and Marcelo Porto, Fast and Energy-Efficient Approximate Motion Estimation Architecture for Real-Time 4K UHD Processing, article in Journal of Real-Time Image Processing vol. 18 pp. 723-737, Jun. 2021, Springer [DOI Article link] [bibTex] [PDF]
- Diogo Augusto Pereira Marques and Aleksandar Ilic and Leonel Sousa, Mansard Roofline Model: Reinforcing the Accuracy of the Roofs, article in ACM Transactions on Modeling and Performance Evaluation of Computing Systems vol. 6 (2) pp. 1-23, Jun. 2021, ACM [DOI Article link] [bibTex]
- Daniel Pestana and Pedro Miranda and João Dias Lopes and Rui Policarpo Duarte and Mário Pereira Véstias and Horácio C. Neto and José T. de Sousa, A Full Featured Configurable Accelerator for Object Detection with YOLO, article in IEEE Access pp. 15, May. 2021 [DOI Article link] [bibTex]
- Paulo Alexandre Crisóstomo Lopes and José António Beltran Gerald, Frequency domain analysis of the mirror‐modified filtered‐x least mean squares algorithm with low ambient noise, article in International Journal of Adaptive Control and Signal Processing vol. 35 (7) pp. 1370-1387, Apr. 2021, Wiley [DOI Article link] [bibTex]
- João Dias Lopes and Mário Pereira Véstias and Rui Policarpo Duarte and Horácio C. Neto and José T. de Sousa, Coarse-Grained Reconfigurable Computing with the Versat Architecture, article in Electronics vol. 10 (6), Mar. 2021 [DOI Article link] [bibTex]
- Nuno Neves and Pedro Tomás and Nuno Roma, Compiler-Assisted Data Streaming for Regular Code Structures, article in IEEE Transactions on Computers vol. 70 (3) pp. 483-494, Mar. 2021, IEEE [DOI Article link] [bibTex] [PDF]

2020

- Golnaz Taheri and Ahmad Khonsari and Reza Entezari-Maleki and Leonel Sousa, A hybrid algorithm for task scheduling on heterogeneous multiprocessor embedded systems, article in Applied Soft Computing, to appear on 2020, Elsevier [bibTex]
- Juan Acebron, A Probabilistic Linear Solver Based on a Multilevel Monte Carlo Method, article in Journal of Scientific Computing vol. 82 (65), to appear on 2020, Springer [DOI Article link] [bibTex] [PDF]
- João Francisco Cardoso Gante and Leonel Sousa and Gabriel Falcão, Dethroning GPS: Low-Power Accurate 5G Positioning with Machine Learning Systems, article in IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), to appear on 2020 [bibTex]
- Sergio Santander-Jiménez and Miguel A. Vega-Rodríguez and Antonio Zahinos-Márquez and Leonel Sousa, GPU Acceleration of Fitch's Parsimony on Protein Data: From Kepler to Turing, article in Journal of Supercomputing pp. 1-26, to appear on 2020, Springer [DOI Article link] [bibTex]
- Sergio Santander-Jiménez and Miguel A. Vega-Rodríguez and Leonel Sousa, Inter-algorithm Multiobjective Cooperation for Phylogenetic Reconstruction on Amino Acid Data, article in IEEE Transactions on Cybernetics pp. 1-14, to appear on 2020, IEEE [DOI Article link] [bibTex]
- Leonel Sousa, Nonconventional Computer Arithmetic Circuits, Systems and Applications, article in IEEE Circuits and Systems Magazine pp. 36, to appear on 2020 [bibTex]
- Darío Baptista and Leonel Sousa and Fernando Morgado Dias, Raising the Abstraction Level ofa Deep Learning Design on FPGAs, article in IEEE Access, to appear on 2020 [bibTex] [PDF]
- Mário Pereira Véstias, Efficient Design of Pruned Convolutional Neural Networks on FPGA, article in Journal of Signal Processing Systems, Nov. 2020, Springer, Cham [Article] [DOI Article link] [bibTex]
- Paulo Alexandre Crisóstomo Lopes and José António Beltran Gerald, An FPGA Implementation of the Log-MAP Algorithm for a Dirty Paper Coding CODEC, article in Circuits, Systems, and Signal Processing, Oct. 2020, Springer [Article] [DOI Article link] [bibTex]
- Leonel Sousa, Nonconventional Computer Arithmetic Circuits, Systems and Applications, article in IEEE Circuits and Systems Magazine vol. 20 (4) pp. 1-26, Oct. 2020 [bibTex] [PDF]
- Ahmed Liacha and Abdelkrim K. Oudjida and Mohammed Bakiri and J. Monteiro and Paulo Flores, Radix-2^r recoding with common subexpression elimination for multiple constant multiplication, article in IET Circuits Devices & Systems vol. 14 (7) pp. 990-994, Oct. 2020 [DOI Article link] [bibTex]
- Roger Endrigo Carvalho Porto and Marcel Correa and Jones Goebel and Bruno Zatt and Nuno Roma and Luciano Agostini and Marcelo Porto, UHD 8K Energy-Quality Scalable HEVC Intra-Prediction SAD Unit Hardware Using Optimized and Configurable Imprecise Adders, article in Journal of Real-Time Image Processing vol. 17 pp. 1685-1701, Oct. 2020, Springer Verlag [DOI Article link] [bibTex] [PDF]
- 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]
- Paulo Alexandre Crisóstomo Lopes, Bayesian step least mean squares algorithm for Gaussian signals, article in IET Signal Processing vol. 14 (8) pp. 506-512, Jul. 2020, IET Digital Library [bibTex]
- 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 vol. 8 pp. 1-15, Jun. 2020, IEEE [DOI Article link] [bibTex]
- Juan Acebron and José Herrero and J. Monteiro, A highly parallel algorithm for computing the action of a matrix exponential on a vector based on a multilevel Monte Carlo method, article in Computers and Mathematics with Applications vol. 79 (12) pp. 3495-3515, Jun. 2020, Elsevier [DOI Article link] [bibTex]
- Diogo Augusto Pereira Marques and Aleksandar Ilic and Zakhar Matveev and Leonel Sousa, adCARM: Application-driven Cache-Aware Roofline Model, article in Future Generation Computer Systems vol. 107 pp. 257-273, Jun. 2020, North-Holland [DOI Article link] [bibTex]
- Pedro Diniz and Carlos Jr. and Joao Bispo and João M.P. Cardoso, Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving Stiff ODE Numerical Methods Using the HARP Hybrid Architecture, article in ”, Journal of Electronics, May. 2020, MDPI [bibTex]
- Mário Pereira Véstias and José M. P. Nascimento and Gabriel Martín, Hyperspectral Compressive Sensing with a System-On-Chip FPGA, article in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing vol. 13 pp. 3701-3710, May. 2020 [DOI Article link] [Supplementary Material] [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]

International Conferences: 37

2022

- Marcel Moscarelli Correa and Nuno Roma and Daniel Munari Vilchez Palomimo and Guilherme Ribeiro Correa and Luciano Agostini, Mode-Adaptive Subsampling of SAD/SSE Operations for Intra Prediction Cost Reduction, presented at IEEE International Symposium on Circuits & Systems (ISCAS'2022), May. 2022 [bibTex]
- Luís Crespo and Nuno Neves and Pedro Tomás and Nuno Roma, Unified Posit/IEEE-754 Vector Mac Unit for Transprecision Computing, presented at IEEE International Symposium on Circuits & Systems (ISCAS'2022), May. 2022 [bibTex]

2021

- Ruxandra-Georgeta Barbulescu and L. Miguel Silveira, Black-box model reduction of the C. Elegans nervous system, presented at 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Oct. 2021 [bibTex]
- Ruxandra-Georgeta Barbulescu and Gonçalo Leote Cardoso Mestre and Arlindo L. Oliveira and L. Miguel Silveira, Using Recurrent Neural Networks to model the dynamic behaviour of the C. Elegans nervous system, presented at Champalimaud Research Symposium 2021, Oct. 2021 [bibTex]
- Ruxandra-Georgeta Barbulescu and L. Miguel Silveira, Model order reduction of the C.Elegans nervous system with POD-DEIM, presented at 2021 Bernstein Conference, Sep. 2021 [DOI Article link] [bibTex]
- Ricardo Nobre and Aleksandar Ilic and Sergio Santander-Jiménez and Leonel Sousa, Fourth-Order Exhaustive Epistasis Detection for the xPU Era, presented at ICPP 2021: 50th International Conference on Parallel Processing, Aug. 2021 [DOI Article link] [bibTex] [Video]
- Nicolas Lee Guidotti and Pedro Maria de Lancastre e Távora Ceyrat and João Barreto and J. Monteiro and Rodrigo Rodrigues and Ricardo Fonseca and X. Martorell and A. Peña, Particle-In-Cell Simulation using Asynchronous Tasking, presented at 27th International European Conference on Parallel and Distributed Computing (Euro-Par 21), Aug. 2021 [bibTex]
- Gonçalo Eduardo Cascalho Raposo and Pedro Tomás and Nuno Roma, PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), Jun. 2021 [bibTex] [PDF]
- Joao Mario Domingos and Pedro Tomás and Leonel Sousa, Supporting RISC-V Performance Counters through Performance Analysis Tools for Linux (Perf), presented at 5th Workshop on Computer Architecture Research with RISC-V (CARRV 2021), Jun. 2021 [bibTex] [PDF]
- Joao Mario Domingos and Nuno Neves and Nuno Roma and Pedro Tomás, Unlimited Vector Extension with Data Streaming Support, presented at International Symposium on Computer Architecture (ISCA), Jun. 2021 [DOI Article link] [bibTex] [PDF]
- Gaspar Minderico Ribeiro and Nuno Neves and Sergio Santander-Jiménez and Aleksandar Ilic, HEDAcc: FPGA-based Accelerator for High-order Epistasis Detection, presented at 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), May. 2021 [DOI Article link] [bibTex]
- Miguel Eduardo Mateus Pinho and Pedro Tomás and Nuno Roma, Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD, presented at International Conference on High Performance Computing & Simulation (HPCS 2020), Mar. 2021 [bibTex] [PDF]
- Carlos Manuel Ferreira Carvalho and Alberto Abad, TRIBUS: An end-to-end automatic speech recognition system for European Portuguese, presented at IberSPEECH 2020, Mar. 2021 [bibTex]

2020

- Tiago Fernandes and Luis Filipe Xavier Cavaco Mendoça Dias and Miguel Correia, C2BID: Cluster Change-Based Intrusion Detection, presented at IEEE Trustcom 2020, Dec. 2020 [bibTex]
- Henrique R. A. Freitas and Celso Luiz Mendes and Aleksandar Ilic, Performance Optimization and Scalability Analysis of the MGB Hydrological Model, presented at International Conference On High Performance Computing, Data, And Analytics (HiPC), Dec. 2020 [bibTex]
- José Cavaleiro Rodrigues and Tiago M Dias and Catarina Silva, Figure Follow: a Step by Step Liberating Device, presented at 2020 European Conference on the Impact of Artificial Intelligence and Robotics (ECIAIR), Nov. 2020 [bibTex]
- Rafael Santos and João Pedro Afonso and J. Monteiro, Short-circuit Analysis using a Parallel QBF Solver, presented at XXXV Conference on Design of Circuits and Integrated Systems (DCIS 2020), Nov. 2020 [bibTex]
- Nuno Neves and Pedro Tomás and Nuno Roma, Dynamic Fused Multiply-Accumulate Posit Unit With Variable Exponent Size For Low-Precision DSP Applications, presented at IEEE International Workshop on Signal Processing Systems (SIPS 2020), Oct. 2020 [bibTex] [PDF]
- FE Potestad-Ordóńez and Erica Tena Sánchez and Ricardo Chaves and ‪Antonio Jose Acosta-Jimenez‬ and ‪Carlos Jesús Jiménez Fernández‬, Hamming-Code Based Fault Detection Design Methodology for Block Ciphers, presented at IEEE International Symposium on Circuits and Systems (ISCAS), Oct. 2020 [bibTex]
- Francisco Soares Mendes and Pedro Tomás and Nuno Roma, Application of Non-Conventional GPU DVFS on Deep Neural Networks, presented at International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2020), Sep. 2020 [bibTex] [PDF]
- Roger Endrigo Carvalho Porto and Bruno Zatt and Nuno Roma and Luciano Agostini and Marcelo Porto, 2PSA: An Optimized and Flexible Power-Precision Scalable Adder, presented at Symposium on Integrated Circuits and Systems Design (SBCCI 2020), Aug. 2020 [bibTex] [PDF]
- Jorge Pessoa and Helena Aidos and Pedro Tomás and Mário A. T. Figueiredo, End-to-End Learning of Video Compression Using Spatio-Temporal Autoencoders, presented at IEEE International Workshop on Signal Processing Systems, Aug. 2020 [DOI Article link] [bibTex] [PDF]
- Rafael Torres Campos and Diogo Augusto Pereira Marques and Sergio Santander-Jiménez and Leonel Sousa and Aleksandar Ilic, Heterogeneous CPU+iGPU Processing for Efficient Epistasis Detection, presented at European Conference on Parallel Processing (EuroPar), Aug. 2020 [DOI Article link] [bibTex]
- João Carlos Cabrita Resende and Ricardo Jorge do Rosário Maçãs and Ricardo Chaves, Mask Scrambling Against SCA on Reconfigurable TBOX-Based AES, presented at International Conference on Field-Programmable Logic, Aug. 2020 [bibTex]
- Helena Aidos and Pedro Tomás, Neighborhood-Aware Autoencoder for Missing Value Imputation, presented at 28th European Signal Processing Conference (EUSIPCO), Aug. 2020 [bibTex]
- Tiago M Dias and Pedro Miguel Fernandes Sampaio and Pedro Miguel Florindo Miguens Matutino, A Portable Lab for the Practical Study of Modern Computer Engineering, presented at XIV Congreso TAEE - Tecnología, Aprendizaje y Enseñanza de la Electrónica, Jul. 2020 [bibTex]
- Tiago M Dias and Pedro Miguel Fernandes Sampaio and Diogo Cardoso and Claúdio Prates and Ricardo Jesus and Tiago Costa, Open-Source Power Outlet System for IoT-based Smart Homes, presented at 2020 International Conference on Smart Energy Systems and Technologies (SEST), Jul. 2020 [bibTex]
- Nuno Neves and Pedro Tomás and Nuno Roma, Reconfigurable Streaming Tensor Unit with Variable-Precision Posit Arithmetic, presented at 31st IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2020), Jul. 2020 [bibTex] [PDF]
- Pedro Miguel Florindo Miguens Matutino and Tiago M Dias and Pedro Miguel Fernandes Sampaio, Teaching Hardware/Software Co-Design Using a Project-Based Learning Strategy, presented at XIV Congreso TAEE - Tecnología, Aprendizaje y Enseñanza de la Electrónica, Jul. 2020 [bibTex]
- Ricardo Nobre and Sergio Santander-Jiménez and Leonel Sousa and Aleksandar Ilic, Accelerating 3-way Epistasis Detection with CPU+GPU processing, presented at International Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP), colocated with IPDPS, May. 2020 [bibTex]
- Ricardo Nobre and Aleksandar Ilic and Sergio Santander-Jiménez and Leonel Sousa, Exploring the Binary Precision Capabilities of Tensor Cores for Epistasis Detection, presented at 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), May. 2020 [bibTex]
- João Miguel Morgado Pereira Vieira and Nuno Roma and Gabriel Falcao and Pedro Tomás, Processing Convolutional Neural Networks on Cache, presented at International Conference on Acoustics, Speech, and Signal Processing (ICASSP2020), May. 2020 [bibTex] [PDF]
- João Carlos Cabrita Resende and Ricardo Jorge do Rosário Maçãs and Ricardo Chaves, TBOX-Based Mask Scrambling Against SCA, presented at Annual International Symposium on Field-Programmable Custom - FCCM, May. 2020 [bibTex]
- 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]
- Valter Mário and João Dias Lopes and Mário Pereira Véstias and José T. de Sousa, Implementing CNNs using a Linear Array of Full Mesh CGRAs, presented at Applied Reconfigurable Computing, Mar. 2020 [bibTex]
- Nuno Paulino and João C. Ferreira and João Cardoso and João Dias Lopes and Mário Pereira Véstias and José T. de Sousa, Power Efficiency and Performance for Embedded and HPC Systems with Custom CGRAs, presented at Design Automation and Test in Europe Conference, Mar. 2020 [bibTex]
- Ruxandra-Georgeta Barbulescu and Gabriela Ciuprina and Tudor Ionescu and Daniel Ioan and L. Miguel Silveira, Efficient model reduction of myelinated compartments as port-Hamiltonian systems, presented at The 13th International Conference on Scientific Computing in Electrical Engineering, Feb. 2020 [bibTex]

National Conferences: 5

2021

- Rafael Torres Campos and Diogo Augusto Pereira Marques and Sergio Santander-Jiménez and Leonel Sousa and Aleksandar Ilic, Epistasis Detection with DPC++ and OpenCL for Intel CPU and GPU, presented at INFORUM, Sep. 2021 [bibTex]

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]
- Dinis Pedro Pinto Marcos Madeira and J. Monteiro and Rui Policarpo Duarte, Specification and Implementation of the Didactic Processor P4 and Its Development Environment, presented at XVI Jornadas Sobre Sistemas Reconfiguráveis (REC 2020), Feb. 2020 [bibTex]

Dissertations

PhD Theses: 3

2020

- João Francisco Cardoso Gante advised by Leonel Sousa and Gabriel Falcão, Universidade de Coimbra, The Interplay Between Positioning and Beamforming in Millimeter Wave Communications, PhD Thesis, Nov. 2020 [bibTex]
- João Filipe Dias Guerreiro advised by Pedro Tomás and Nuno Roma, DVFS Modeling for Energy-Efficient GPU Computing, PhD Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jun. 2020 [bibTex]
- Roger Endrigo Carvalho Porto advised by Nuno Roma and Marcelo Porto, Exploração de Computação Aproximada no Projeto de Hardware Dedicado de Baixo Consumo para a Codificação de Vídeo em Dispositivos Móveis, PhD Thesis at Universidade Federal de Pelotas (Brasil), Apr. 2020 [bibTex]

MSc Theses: 35

2021

- André Marrucho advised by Pedro Tomás and Nuno Roma, Automatic detection of forest fires: a deep learning approach, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Dec. 2021 [bibTex]
- Tiago Cabecinha advised by Nuno Roma and Vítor Manuel de Mira França, Bring Your Own Token, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Nov. 2021 [bibTex]
- Diogo Miguel Rainho do Nascimento Nunes advised by Paolo Romano, Debunking the CPU+GPU Processing with Transactional Memory, MSc Thesis, Nov. 2021 [bibTex]
- Afonso Luz advised by Nuno Roma and Pedro Tomás, Supporting Posits in Deep Learning Frameworks: A PyTorch Implementation, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Nov. 2021 [bibTex]
- Luís Crespo advised by Nuno Roma and Pedro Tomás, Vector Multiply-Accumulate Unit for Transprecision Computing, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Nov. 2021 [bibTex]
- Maria Inês Costa Frutuoso advised by Horácio C. Neto and Rui Policarpo Duarte, (Wearable) IoT System for People and Environment Monitoring, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- Pedro Francisco Henriques Salgueiro advised by Luis Guerra e Silva and Ricardo Reis, Faster than Real Time Processing of Aircraft Dynamic Model: Towards Enhanced Airborne Decision Making, MSc Thesis, Sep. 2021 [bibTex]
- Micaela Moraes Serôdio advised by José T. de Sousa and Horácio C. Neto, Floating-point unit with variable exponent/mantissa size, MSc Thesis, Sep. 2021 [bibTex]
- Gonçalo Veiga dos Santos advised by J. Monteiro and Juan Acebron, Otimização de Métodos Monte-Carlo na Resolução de Sistemas Lineares de Grande Escala, MSc Thesis at IST, Sep. 2021 [bibTex]
- Afonso Rodrigues de Carvalho advised by Aleksandar Ilic and Leonel Sousa, Roofline Analysis and Performance Characterization for Intel Integrated GPUs, MSc Thesis, Sep. 2021 [bibTex]
- Pedro Duarte Cotrim Oliveira Direita advised by Horácio C. Neto, SoC-FPGA Deep Neural Network for Object Detection, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- Tiago de Smet advised by Horácio C. Neto, SoC-FPGA MobileNets for Embedded Vision Applications, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- Gaspar Minderico Ribeiro advised by Aleksandar Ilic and Nuno Neves, FPGA-Based Accelerator for High-Order Epistasis Detection, MSc Thesis, Feb. 2021 [bibTex]
- Bruno Miguel Simões Lopes advised by Abba Lawan and Tiago M Dias, Breaking security of crypto systems using cache side - channel atatck, MSc Thesis at IST - ULisboa, Jan. 2021 [bibTex]
- João Vieira Rodrigues de Almeida Roque advised by José T. de Sousa, Caraterização de Processadores RISC-V de Código Aberto, MSc Thesis at IST, Jan. 2021 [bibTex]
- Pedro José Runa Miranda advised by José T. de Sousa and Horácio C. Neto, CGRA - Based deep neural network for object identification, MSc Thesis at IST, Jan. 2021 [bibTex]
- Joana Costa advised by Nuno Roma and Delfim Pedro Martins do Rego, Clustering and Complexity Estimation for Air Traffic flow Management, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Jan. 2021 [bibTex]
- Rafael Ferreira Gil advised by Nuno Roma and Pedro Tomás, Exploiting GPU Undervoltage to Improve the Energy Efficiency of Deep Learning Applications, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
- Rafael Abrantes Forte advised by Aleksandar Ilic and Leonel Sousa, Exploring processor frontend capabilities via micro-benchmarking, MSc Thesis, Jan. 2021 [bibTex]
- Rúben Alexandre Pereira Teixeira advised by Rui Policarpo Duarte and Pedro T. Monteiro, FPGA accelerated model checking of regulatory networks, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- Duarte Alexandre de Sousa Galvão advised by Rui Policarpo Duarte, Network Protocols for Stream Processing on Low-Cost FPGAs in Space Systems, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- Daniel Garigali Pestana advised by José T. de Sousa and Horácio C. Neto, Object Detection and Classification on the Versat Reconfigurable Processor, MSc Thesis at Instituro Superior Técnico, Jan. 2021 [bibTex]
- Afonso Miguel Soares Fernandes advised by Rui Policarpo Duarte and José T. de Sousa, Otimização do Algoritmo Back Propagation, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- Eduardo Miguel Ferreira Cabral de Melo advised by Nuno Roma and Pedro Tomás, RISC-V Processing System with Streaming Support, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
- André Lima de Sousa advised by Horácio C. Neto and Mário Pereira Véstias, SoC-FPGA Binary Convolutional Neural Networks, MSc Thesis at IST, Jan. 2021 [bibTex]

2020

- Francisco Soares Mendes advised by Nuno Roma and Pedro Tomás, Exploiting non-conventional DVFS on GPUs: application to Deep Learning, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2020 [bibTex]
- Pedro Campelo Alves Teixeira advised by Ricardo Chaves and Aleksandar Ilic, Haking the sistems from within, MSc Thesis, Oct. 2020 [bibTex]
- Madalena Carvalho de Azevedo Moreira advised by Aleksandar Ilic and Leonel Sousa, Single and Multi-Objective Epistasis Scoring: A Matter of Frequency, MSc Thesis, Oct. 2020 [bibTex]
- Joao Mario Domingos advised by Pedro Tomás and Nuno Roma, Unlimited Vector Extension with data streaming support, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Oct. 2020 [bibTex]
- André Filipe Romão Merendeira advised by José T. de Sousa, Verilog PNG Encoder, MSc Thesis, Oct. 2020 [bibTex]
- Miguel Eduardo Mateus Pinho advised by Nuno Roma and Pedro Tomás, Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jul. 2020 [bibTex]
- Miguel Carlos Gameiro Lopes advised by Paulo Alexandre Crisóstomo Lopes, Um MODEM 4G MIMO, MSc Thesis, Mar. 2020 [bibTex]

Internships: 2

2021

- Daniel Munari Vilchez Palomimo and Guilherme Ribeiro Correa advised by Nuno Roma, Codificação de Video de Alto Desempenho com Paralelismo Massivo em GPUs e Computação Aproximada, short term traineeship, May. 2021 [bibTex]
- João Pedro Costa Luis Cardoso advised by José T. de Sousa and Horácio C. Neto, Estágio de Verão: Arquitetura de Computadores, short term traineeship, Jan. 2021 [bibTex]

as Editors

Edited Books: 3

2021

- Peter Benner and Stefano Grivet-Talocia and Alfio Quarteroni and Gianluigi Rozza and Will Schilders and L. Miguel Silveira, editors, Model Order Reduction Volume 1 System and Data-Driven Methods and Algorithms, 1, Nov. 2021, De Gruyter [bibTex]

2020

- Peter Benner and Stefano Grivet-Talocia and Alfio Quarteroni and Gianluigi Rozza and Wil Schilders and L. Miguel Silveira, editors, Model Order Reduction Volume 2 Snapshot-Based Methods and Algorithms, Dec. 2020, De Gruyter [bibTex]
- Peter Benner and Stefano Grivet-Talocia and Alfio Quarteroni and Gianluigi Rozza and Wil Schilders and L. Miguel Silveira, editors, Model Order Reduction Volume 3 Applications, Dec. 2020, De Gruyter [bibTex]

Other Publications: 1

2020

- Daniel Luis Lopes Serafim and António Rito Silva, editors, Estágio de Verão "QuizzesTutor - Torneio de Perguntas", Jul. 2020 [bibTex]

Edited Proceedings: 1

2021