Publications

Books

Book Chapters: 6

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]

2019

- Sergio Santander-Jiménez and Miguel A. Vega-Rodríguez and Leonel Sousa, Analysis of MOEA/D Approaches for Inferring Ancestral Relationships, chapter of Hybrid Artificial Intelligence Systems. LNAI Vol. 11734, Jun. 2019, Springer [bibTex]

Articles

International Journal Articles: 54

2021

- 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, to appear on 2021, Springer [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, to appear on 2021, Springer [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]
- 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]
- 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

- 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, to appear on 2020 [DOI Article link] [bibTex]
- 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]
- 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]
- 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]

2019

- Juan Acebron, A Monte Carlo method for computing the action of a matrix exponential on a vector, article in Applied Mathematics and Computation vol. 362, to appear on 2019 [DOI Article link] [bibTex]
- Fereshteh Jafarzadehpour and Amir Molahosseini and Azadeh Zarandi and Leonel Sousa, A New Energy-Efficient Hybrid Wide-Operand Adder Architecture, article in IET Circuits, Devices & Systems, to appear on 2019 [bibTex]
- João Francisco Cardoso Gante and Gabriel Falcão and Leonel Sousa, Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G, article in Neural Processing Letters, to appear on 2019, Kluwer Academic Publishers [bibTex] [PDF]
- Fereshteh Jafarzadehpour and Amir Molahosseini and Azadeh Zarandi and Leonel Sousa, Efficient Modular Adder Designs Based on Thermometer and One-Hot Coding, article in IEEE Transactions on Very Large Scale Integration Systems (TVLSI), to appear on 2019 [DOI Article link] [bibTex] [PDF]
- Jean-Claude Bajard and Paulo Sérgio Alves Martins and Leonel Sousa and Vincent Zucca, Improving the Efficiency of SVM Classification with FHE, article in IEEE Transactions on Information Forensics and Security, to appear on 2019 [bibTex]
- Nada Kassem and Liqun Chen and Rachid El Bansarkhani and Ali El Kaafarani and Jan Camenisch and Patrick Hough and Paulo Sérgio Alves Martins and Leonel Sousa, More Efficient, Provably-Secure Direct Anonymous Attestation from Lattices, article in Future Generation Computer Systems, to appear on 2019, Elsevier [Article] [bibTex]
- Gustavo Sanchez and Ramon Fernandes and Rodrigo Cataldo and Luciano Agostini and Leonel Sousa and Cesar Marcon, Multicore Parallelism Exploration Targeting 3D-HEVC Intra-Frame Prediction, article in IEEE Design & Test, to appear on 2019 [bibTex]
- Francisco Gonçalves and Sergio Santander-Jiménez and Leonel Sousa and José M. Granado-Criado and Aleksandar Ilic, Parallel evolutionary computation for multiobjective gene interaction analysis, article in Journal of Computational Science vol. 40 (101068) pp. 1-15, to appear on 2019, Elsevier [DOI Article link] [bibTex]
- Golnaz Taheri and Ahmad Khonsari and Reza Entezari-Maleki and Leonel Sousa, Temperature-aware Core Management in MPSoCs: Modeling and Evaluation using MRMs, article in IET Computers & Digital Techniques, to appear on 2019 [bibTex] [PDF]
- Leonel Sousa and Rogério Paludo and Paulo Sérgio Alves Martins and Hector Pettenghi, Towards the Integration of Reverse Converters into the RNS Channels, article in IEEE Transactions on Computers, to appear on 2019 [bibTex]
- 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]
- João Filipe Dias Guerreiro and Aleksandar Ilic and Nuno Roma and Pedro Tomás, Modeling and Decoupling the GPU Power Consumption for Cross-Domain DVFS, article in IEEE Transactions on Parallel and Distributed Systems vol. 30 (11) pp. 2494-2506, Nov. 2019, IEEE [DOI Article link] [bibTex] [PDF]
- Gabriela Ciuprina and Daniel Ioan and Aurel-Sorin Lup and L. Miguel Silveira and Anton Duca and Michael Kraft, Simplification by pruning as a model order reduction approach for RF-MEMS switches, article in COMPEL - The international journal for computation and mathematics in electrical and electronic engineering" vol. 39 (2) pp. 511-523., Nov. 2019 [DOI Article link] [bibTex]
- Daniel Ioan and Ruxandra-Georgeta Barbulescu and L. Miguel Silveira and Gabriela Ciuprina, Reduced order models of myelinated axonal compartments, article in Journal of Computational Neuroscience (47) pp. 141–166, Oct. 2019, Springer [DOI Article link] [bibTex] [PDF]
- Rafael Alexandre da Silva Marques and Luís M. S. Russo and Nuno Roma, Flying Tourist Problem: Flight Time and Cost Minimization in Complex Routes, article in Expert Systems with Applications vol. 130 pp. 172 - 187, Sep. 2019, Elsevier [bibTex] [PDF]
- Paulo Alexandre Crisóstomo Lopes and Satyendra SinghYadav and Aleksandar Ilic and Sarat Kumar Patra, Fast block distributed CUDA implementation of the Hungarian algorithm, article in Journal of Parallel and Distributed Computing vol. 130 pp. s 50-62, Aug. 2019 [Article] [DOI Article link] [bibTex]
- Mário Pereira Véstias, A Survey of Convolutional Neural Networks on Edge with Reconfigurable Computing, article in Journal of Algorithms vol. 12 (8), Jul. 2019, MDPI [DOI Article link] [bibTex]
- Paulo Sérgio Alves Martins and Leonel Sousa, A Methodical FHE-based Cloud Computing Model, article in Future Generation Computer Systems (95) pp. 639-648, Jun. 2019, Elsevier [bibTex] [PDF]
- Nicolas Denoyelle and Brice Goglin and Aleksandar Ilic and Emmanuel Jeannot and Leonel Sousa, Modeling Non-Uniform Memory Access on Large Compute Nodes with the Cache-Aware Roofline Model, article in Transactions on Parallel and Distributed Systems (TPDS) vol. 30 (6) pp. 1374-1389, Jun. 2019, IEEE [bibTex]
- Sergio Santander-Jiménez and Miguel A. Vega-Rodríguez and Leonel Sousa, A Multiobjective Adaptive Approach for the Inference of Evolutionary Relationships in Protein-Based Scenarios, article in Information Sciences vol. 485 (65) pp. 281-300, May. 2019, Elsevier Science [DOI Article link] [bibTex]
- Paulo Alexandre Crisóstomo Lopes and José António Beltran Gerald, A narrowband active noise control system with reference synthesis, article in International Journal of Adaptive Control and Signal Processing vol. 33 (7), May. 2019, wiley [Article] [DOI Article link] [bibTex]
- Maurício Breternitz Jr and Vanderson Rosario and Edson Borin, The Multi-Lane Capsule Network (MLCN), article in IEEE Signal Processing Letters, May. 2019 [DOI Article link] [bibTex]
- Sergio Santander-Jiménez and Miguel A. Vega-Rodríguez and Jorge Vicente-Viola and Leonel Sousa, Comparative Assessment of GPGPU Technologies to Accelerate Objective Functions: A Case Study on Parsimony, article in Journal of Parallel and Distributed Computing vol. 126 pp. 67-81, Apr. 2019, Academic Press-Elsevier Science [DOI Article link] [bibTex]
- Satyendra Singh Yadav and Paulo Alexandre Crisóstomo Lopes and Aleksandar Ilic and Sarat Kumar Patra, Hungarian algorithm for subcarrier assignment problem using GPU and CUDA, article in International Journal of Communication Systems, Feb. 2019, Wiley [Article] [DOI Article link] [bibTex]
- Ahmad Hiasat and Leonel Sousa, On the Design of RNS Inter-Modulo Processing Units for the Arithmetic-Friendly Moduli Sets {2^{n+k}, 2^n-1, 2^{n+1}-1}, article in The Computer Journal vol. 62 (2) pp. 292-300, Feb. 2019, Oxford journals [Article] [bibTex]

International Conferences: 39

2021

- 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]
- 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]

2020

- 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, 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]
- 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), Oct. 2020 [bibTex] [PDF]
- 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]
- 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, 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]

2019

- José Leitão and Ricardo Chaves and Marcelino Bicho dos Santos, Applying Model Checking in the Verification of a Clock Masking Unit, presented at Conference on Design of Circuits and Integrated Systems (DCIS), Nov. 2019 [bibTex]
- Pedro Pontes Brito de Sá and Helena Aidos and Nuno Roma and Pedro Tomás, Heart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring Devices, presented at European Signal Processing Conference (EUSIPCO 2019), Sep. 2019 [bibTex] [PDF]
- Daniel Castro and Paolo Romano and Aleksandar Ilic and Amin M Khan, HeTM: Transactional Memory for Heterogeneous Systems, presented at International Conference on Parallel Architectures and Compilation Techniques (PACT), Sep. 2019 [DOI Article link] [bibTex]
- 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]
- Leila Rashidi and Amir Dalili-Yazdi and Reza Entezari-Maleki and Leonel Sousa and Ali Movaghar, Scalable Performance Analysis of Epidemic Routing Considering Skewed Location Visiting Preferences, presented at 27th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), Jul. 2019 [bibTex]
- Mariana Rodrigues Seguro Gaspar Fernandes and Cátia Andreia Gomes Dias and Luísa Coheur, Distinguishing Different Classes of Utterances - the UC-PT Corpus, presented at 8th Symposium on Languages, Applications and Technologies (SLATE 2019), Jun. 2019 [DOI Article link] [bibTex]
- João Francisco Cardoso Gante and Gabriel Falcão and Leonel Sousa, Enhancing Beamformed Fingerprint Outdoor Positioning with Hierarchical Convolutional Neural Networks, presented at 2019 International Conference on Acoustics, Speech and Signal Processing, May. 2019 [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]
- Ana Gonçalves and Tiago Peres and Mário Pereira Véstias, Exploring Data Bitwidth to Run Convolutional Neural Networks in Low Density FPGAs, presented at International Symposium on Applied Reconfigurable Computing, Apr. 2019 [bibTex]
- Tiago Peres and Ana Gonçalves and Mário Pereira Véstias, Faster Convolutional Neural Networks in Low Density FPGAs using Block Pruning, presented at International Symposium on Applied Reconfigurable Computing, Apr. 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]
- Paulo Sérgio Alves Martins and Jérémy Marrez and Jean Claude Bajard and Leonel Sousa, HyPoRes: An Hybrid Representation System for ECC, presented at 26th IEEE Symposium on Computer Arithmetic, Apr. 2019 [bibTex]
- Maurício Breternitz Jr and Felipe Franca and Leandro Santiago and et al, Memory Efficient Weightless Neural Network using Bloom Filter, presented at 27 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr. 2019 [bibTex] [PDF]
- Roger Endrigo Carvalho Porto and Luciano Agostini and Bruno Zatt and Nuno Roma and Marcelo Porto, Power-Efficient Approximate SAD Architecture with LOA Imprecise Adders, presented at IEEE Latin American Symposium on Circuits and Systems (LASCAS 2019), Feb. 2019 [bibTex] [PDF]

National Conferences: 7

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]

2019

- Ana Gonçalves and Tiago Peres and Mário Pereira Véstias, Otimização de Redes Neuronais Convolucionais em FPGA com Redução do Tamanho dos Operandos, presented at XV Jornadas sobre SIstemas Reconfiguráveis, Feb. 2019 [bibTex]
- Tiago Peres and Ana Gonçalves and Mário Pereira Véstias, Otimização de Redes Neuronais Convolucionais em FPGA com Redução do Tamanho dos Operandos, presented at XV Jornadas sobre SIstemas Reconfiguráveis, Feb. 2019 [bibTex]

Dissertations

PhD Theses: 5

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]

2019

- Paulo Sérgio Alves Martins advised by Leonel Sousa, Arithmetic and Algorithms for Emerging Cryptography, PhD Thesis at Universidade de Lisboa, Dec. 2019 [bibTex]
- Nuno Neves advised by Nuno Roma and Pedro Tomás, Energy-Efficient Computing: Adaptive Structures and Data Management, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2019 [bibTex]

MSc Theses: 22

2021

- 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]
- 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]

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, Problem-aware High-Performance Search Methods for Any-Order Epistasis Detection, MSc Thesis, Oct. 2020 [bibTex]
- João Mário Ribeiro 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]
- 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]

2019

- Rafael Torres Campos advised by Aleksandar Ilic and Leonel Sousa, Accelerating Tree of Life reconstructions using GPUs and Computational Intelligence, MSc Thesis, Nov. 2019 [bibTex]
- Carlos Alexandre Antunes Rodrigues advised by José T. de Sousa, Ambiente de Desenvolvimento para Processador Open Risk, MSc Thesis, Nov. 2019 [bibTex]
- João Filipe Monteiro Rodrigues advised by Pedro Tomás and Nuno Roma, Configurable RISC-V softcore processor for FPGA implementation, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2019 [bibTex]
- João Gonçalo Esteves Freire Cardoso advised by José T. de Sousa, FPGA- PNG Encoder, MSc Thesis, Nov. 2019 [bibTex]
- Manuel Rodrigo Batalha Reis advised by L. Miguel Silveira and J. Monteiro, High Performance GPU-based Power Grid Analysis, MSc Thesis, Nov. 2019 [bibTex]
- Marco Araújo Stobberup Dias da Graça advised by Aleksandar Ilic and Leonel Sousa, Machine Learning and Computational Intellingence for High-Order Epitstasis Detection, MSc Thesis, Nov. 2019 [bibTex]
- Pedro Maria de Lancastre e Távora Ceyrat advised by João Barreto and J. Monteiro, Applying Modern HPC Programming Platforms to Plasma Simulations, MSc Thesis, Oct. 2019 [bibTex]
- Francisco Sousa Lobo Theriaga Gonçalves advised by Aleksandar Ilic and Leonel Sousa, Boosting the performance of multi-objective epistasis detection, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jul. 2019 [bibTex]
- Illya Gerasymchuk advised by Ricardo Chaves and Aleksandar Ilic, TLS for IOT, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jul. 2019 [bibTex]
- 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]
- 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]

Internships: 2

2019

- Hannah Beegle advised by J. Monteiro, Machine Learning in Python, short term traineeship at University of Pittsburgh, Jul. 2019 [bibTex]
- Chen Zhimin (Jimmy) advised by J. Monteiro, Development and Analysis of a SAT-model for Determining Short-circuit Conditions in Logic Circuits, short term traineeship, Jan. 2019 [bibTex]

as Editors

Edited Books: 2

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]