Publications

Books

Book Chapters: 5

2022

- Fabrizio Magugliani and Renaud Stevens and Benoît Dinechin and Christian Feldmann and Stephan Stilkerich and Frank Badstuebner and Denis Dutoit and Etienne Walter and Philippe Notton and Jean-Marc Denis and Mario Kovač and Ricardo Chaves and et al., HPC, Big Data, and AI Convergence Towards Exascale, chapter of European Processor Initiative: Europe's Approach to Exascale Computing, Jan. 2022 [bibTex]

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]

Articles

International Journal Articles: 41

2023

2022

- Paulo Alexandre Crisóstomo Lopes and José António Beltran Gerald, Careful Least Squares Active Noise Control with no Prior Secondary Path Model, article in International Journal of Adaptive Control and Signal Processing, to appear on 2022, John Wiley [bibTex]
- Eduardo Costa and Sérgio Almeida and Brunno Alves de Abreu and Guilherme Paim and Yuri Arbeletche and Paulo Flores and Sergio Bampi, MAxPy: A Framework for Bridging Approximate Computing Circuits to its Applications, article in IEEE Transactions on Circuits And Systems II: Express Brief, to appear on 2022, IEEE [bibTex]
- Diogo Pinheiro and Sergio Santander-Jiménez and Aleksandar Ilic, PhyloMissForest: a random forest framework to construct phylogenetic trees with missing data, article in BMC Genomics, to appear on 2022, Springer Nature [bibTex]
- André Lima de Sousa and Mário Pereira Véstias and Horácio C. Neto, Multi-Model Inference Accelerator for Binary Convolutional Neural Networks, article in Electronics (23), Nov. 2022, MDPI [DOI Article link] [bibTex]
- Luís M. S. Russo and Daniel Castro and Aleksandar Ilic and Paolo Romano and Ana D. Correia, Stochastic simulated annealing for directed feedback vertex set, article in Applied Soft Computing vol. 129 pp. 109607, Nov. 2022, Elsevier [Article] [DOI Article link] [Supplementary Material] [bibTex]
- Nuno Neves and Joao Mario Domingos and Nuno Roma and Pedro Tomás and Gabriel Falcao, Compiling for Vector Extensions with Stream-based Specialization, article in IEEE Micro vol. 42 (5) pp. 49 - 58, Sep. 2022, IEEE [DOI Article link] [bibTex] [PDF]
- Leonardo L. de Oliveira and Gabriel H. Eisenkraemer and Everton A. Carara and João B. Martins and José Monteiro, Mobile Localization Techniques for Wireless Sensor Networks: Survey and Recommendations, article in , Sep. 2022, ACM [Article] [DOI Article link] [bibTex]
- Francisco Soares Mendes and Pedro Tomás and Nuno Roma, Decoupling GPGPU voltage-frequency scaling for deep-learning applications, article in Journal of Parallel and Distributed Computing vol. 165 pp. 32-51, Jul. 2022, Elsevier [DOI Article link] [bibTex] [PDF]
- C. J. Jiménez-Fernández and A. J. Acosta-Jiménez and E. Tena-Sánchez and F. E. Potestad-Ordóñez and Ricardo Chaves, Design and evaluation of countermeasures against fault injection attacks and power side-channel leakage exploration for AES block cipher, article in IEEE Access vol. 10, Jun. 2022 [DOI Article link] [bibTex]
- Nazanin Sarrafzade and Reza Entezari-Maleki and Leonel Sousa, A genetic-based approach for service placement in fog computing, article in The Journal of Supercomputing vol. 78 (8) pp. 10854-10875, May. 2022, Springer [DOI Article link] [bibTex]
- Luís Crespo and Pedro Tomás and Nuno Roma and Nuno Neves, Unified Posit/IEEE-754 Vector MAC Unit for Transprecision Computing, article in IEEE Transactions on Circuits and Systems II: Express Briefs vol. 69 (5) pp. 2478-2482, May. 2022, IEEE [DOI Article link] [bibTex] [PDF]
- David Mota and Helena Alexandra Sabala Ruivo da Cruz and Mário Pereira Véstias and Pedro José Runa Miranda and Rui Policarpo Duarte and José T. de Sousa and Horácio C. Neto, On-Board Processing of Synthetic-Aperture Radar Backprojection Algorithm in FPGA, article in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing pp. 13, Apr. 2022, IEEE [bibTex] [PDF]
- Helena Alexandra Sabala Ruivo da Cruz and Mário Pereira Véstias and José Monteiro and Horácio C. Neto and Rui Policarpo Duarte, A Review of Synthetic-Aperture Radar Image Formation Algorithms and Implementations: A Computational Perspective, article in Remote Sensing vol. 14 (5) pp. 34, Mar. 2022, MDPI [Article] [DOI Article link] [bibTex]
- S Oberman and Leonel Sousa and B Pasca and A Nannarelli, Guest Editorial: Special Section on Emerging and Impacting Trends on Computer Arithmetic, article in IEEE Transactions on Emerging Topics in Computing vol. 10 (3) pp. 1239-1240, Mar. 2022, IEEE [bibTex]
- Filipe Pedro Guerra Magalhães and José 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 vol. 127 pp. 320-330, Feb. 2022 [Article] [bibTex]
- Sergio Santander-Jiménez and Miguel A Vega-Rodríguez and Leonel Sousa, Exploiting multi-level parallel metaheuristics and heterogeneous computing to boost phylogenetics, article in Future Generation Computer Systems vol. 127 pp. 208-224, Feb. 2022, Elsevier [bibTex]
- Carlos Jesús Jiménez-Fernández and Antonio José Acosta-Jiménez and Erica Tena-Sánchez and Francisco Eugenio Potestad-Ordóñez and Ricardo Chaves, Hardware Countermeasures Benchmarking against Fault Attacks, article in Applied Sciences vol. 12, Feb. 2022, MDPI [DOI Article link] [bibTex]
- Paulo Alexandre Crisóstomo Lopes, Low-Delay and Low-Cost Sigma-Delta Adaptive Controller for Active Noise Control, article in Circuits, Systems, and Signal Processing, Feb. 2022, Springer [DOI Article link] [bibTex]
- 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 Environmental Modelling & Software vol. 148 pp. 105271, Feb. 2022, Elsevier [bibTex]
- E. Ataie and Reza Entezari-Maleki and S.E Etesami and B. Egger and Leonel Sousa and A. Movaghar, Modeling and evaluation of dispatching policies in IaaS cloud data centers using SANs, article in Sustainable Computing: Informatics and Systems vol. 33, Jan. 2022, Elsevier [DOI Article link] [bibTex]
- 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, An FPGA Implementation of the Log-MAP Algorithm for a Dirty Paper Coding CODEC, article in Circuits, Systems, and Signal Processing vol. 40 pp. 1905–1925, to appear on 2021, Springer [DOI Article link] [bibTex]
- Mário Pereira Véstias and João Vieira Rodrigues de Almeida Roque and João Dias Lopes and José T. de Sousa, IOb-Cache: A High-Performance Configurable Open-Source Cache, article in Algorithms (14) pp. 20, to appear on 2021, MDPI [DOI Article link] [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]
- Pedro Branco and Luís Filipe Azenhas Fiolhais and Manuel Goulão and Paulo Martins and PauloMateus and Leonel Sousa, Roted: Random oblivious transfer for embedded devices, article in IACR Transactions on Cryptographic Hardware and Embedded System vol. 2021 (4) pp. 215–238, Nov. 2021, IACR [DOI Article link] [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]
- 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]
- 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 vol. 68 (9) pp. 3746-3757, Sep. 2021, ieee [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]
- Leonel Sousa, Nonconventional Computer Arithmetic Circuits, Systems and Applications, article in IEEE Circuits and Systems Magazine vol. 21 (1) pp. 6-40, Mar. 2021 [bibTex] [PDF]

International Conferences: 31

2023

- Nuno P. Lopes, Torchy: A Tracing JIT Compiler for PyTorch, presented at ACM SIGPLAN 2023 International Conference on Compiler Construction (CC), Feb. 2023 [bibTex]
- Rafael Fernandes and Manuela Vieira and Manuel Vieira and Paula Louro and Pedro Vieira and Mário Pereira Véstias, ´Using Visible Light Communication to Implement Intelligent Traffic Signals and Cooperative Trajectories at Urban Intersections, presented at SPIE West, Jan. 2023 [bibTex]
- Tomás Malcata and Nuno Sebastião and Tiago M Dias and Nuno Roma, Neural Network Predictor for Fast Channel Change on DVB Set-Top-Boxes, presented at Workshop on Design and Architectures for Signal and Image Processing (DASIP'2023), Jan. 2023 [bibTex] [PDF]

2022

- João Miguel Morgado Pereira Vieira and Nuno Roma and Gabriel Falcao and Pedro Tomás, gem5-ndp: Near-Data Processing Architecture Simulation From Low Level Caches to DRAM, presented at IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'2022), Nov. 2022 [DOI Article link] [bibTex] [PDF]
- O. Korakitis and S. Gonzalo and Nicolas Guidotti and João Barreto and José Monteiro and A. Peña, OmpSs-2 and OpenACC Interoperation, presented at Ninth Workshop on Accelerator Programming Using Directives, Nov. 2022 [bibTex]
- Martim Rosado and Stavros Mallios and Pedro Tomás and Nuno Roma and André David, Early prototyping and testing of CERN LHC CMS high-granularity calorimeter slow-control system, presented at International Workshop on Rapid System Prototyping (RSP), Oct. 2022 [bibTex] [PDF]
- Carlos Gonçalves and Tiago M Dias and A. Luís Osório and Luís Camarinha-Matos, A Multi-supplier Collaborative Monitoring Framework for Informatics System of Systems, presented at 23rd IFIP/ SOCOLNET Working Conference on Virtual Enterprises (PRO-VE 2022): Collaborative Networks in Digitalization and Society 5.0, Sep. 2022 [DOI Article link] [bibTex]
- Ruxandra-Georgeta Barbulescu and Arlindo L. Oliveira and L. Miguel Silveira, Physics-informed machine learning for reliable predictions of the behavioural dynamics of C. elegans, presented at 2022 Bernstein Conference, Sep. 2022 [DOI Article link] [bibTex]
- Ricardo Nobre and Aleksandar Ilic and Sergio Santander-Jiménez and Leonel Sousa, Tensor-Accelerated Fourth-Order Epistasis Detection on GPUs, presented at 51st International Conference on Parallel Processing (ICPP ’22), Aug. 2022 [DOI Article link] [bibTex] [PDF] [Video]
- Carlos Gonçalves and Bruno Serras and Tiago M Dias and A. Luís Osório, Extending the Synoptics of Things (SoT) Framework to Manage ISoS Technology Landscapes, presented at 2022 International Young Engineers Forum (YEF-ECE), Jul. 2022 [DOI Article link] [bibTex]
- Ruxandra-Georgeta Barbulescu and Gabriela Ciuprina and Anton Duca and L. Miguel Silveira, Machine learning techniques to model highly nonlinear multi-field dynamics, presented at Scientific Computing in Electrical Engineering (SCEE) 2022, Jul. 2022 [bibTex]
- Sérgio André and J. Fernando Silva and Sónia Pinto and Pedro Miguel Florindo Miguens Matutino, A Novel Photovoltaic Maximum Power Point Tracking Method Using Feedback Conductance Integral Compensation, presented at DOCEIS, Jun. 2022 [bibTex]
- Rui Policarpo Duarte and Horácio C. Neto and Mário Pereira Véstias and Duarte Galvão, SpaceCANvas: A low-cost open-source CAN-based hardware and software framework for space systems networks, presented at Small Satellites Systems and Services (4S) Symposium, May. 2022 [bibTex]
- Diogo Augusto Pereira Marques and Rafael Torres Campos and Sergio Santander-Jiménez and Zakhar Matveev and Leonel Sousa and Aleksandar Ilic, Unlocking Personalized Healthcare on Modern CPUs/GPUs: Three-way Gene Interaction Study, presented at IEEE International Parallel and Distributed Processing Symposium (IPDPS), May. 2022 [bibTex]
- Orestis Korakitis and Simon Gonzalo and Nicolas Guidotti and João Barreto and José Monteiro and Antonio Peña, Towards OmpSs-2 and OpenACC Interoperation, presented at Symposium on Principles and Practice of Parallel Programming, Apr. 2022 [bibTex]
- Ruxandra-Georgeta Barbulescu and Gonçalo Leote Mestre and Arlindo L. Oliveira and L. Miguel Silveira, Modelling the dynamic behaviour of the C. elegans nervous system with machine learning techniques, presented at 6th HBP Student Conference on Interdisciplinary Brain Research, Feb. 2022 [DOI Article link] [bibTex]

2021

- Pedro Marques and Luis Filipe Xavier Cavaco Mendoça Dias and Miguel Correia, CyberVTI: Cyber Visualization Tool for Intrusion Detection, presented at 20th IEEE International Symposium on Network Computing and Applications, Nov. 2021 [bibTex]
- 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 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 José 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]
- Roman Iakymchuk and Amândio Ribeiro Faustino and Andrew Emerson and João Barreto and Valeria Bartsch and Rodrigo Rodrigues and José Monteiro, Efficient and Eventually Consistent Collective Operations, presented at IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW), Jun. 2021 [DOI Article link] [bibTex]
- Gonçalo 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]
- Rui Policarpo Duarte and Helena Alexandra Sabala Ruivo da Cruz and Horácio C. Neto, Embedded Fault-Tolerant Architecture for On-board Synthetic-Aperture Radar Backprojection, presented at 13th IAA Symposium on Small Satellites for Earth Observation, Apr. 2021 [bibTex]
- Rui Policarpo Duarte and Horácio C. Neto and Duarte Galvão, Open-Source Framework for Implementation of ECSS-E-ST-50-15C Compliant CAN Bus for Space Systems, presented at 13th IAA Symposium on Small Satellites for Earth Observation, Apr. 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] [PDF]

National Conferences: 3

2022

- A. Luís Osório and Carlos Gonçalves and Tiago M Dias and Carlos Lopes and Maria José Espada and Rui Silva Oliveira, Sistema Nacional de Gestão de Eventos de Trânsito (SINCRO 2.0), presented at 10.º Congresso Rodoferroviário Português, Jul. 2022 [bibTex]

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]
- Miguel Soares Marques and José Monteiro and Rodrigo Rodrigues and João Barreto, Rethinking Linux's Page Management to Support the new Intel Optane DC Persistent Memory, presented at Inforum, Sep. 2021 [bibTex]

Dissertations

MSc Theses: 46

2022

- Guilherme Lourenço advised by Ricardo Chaves and Aleksandar Ilic, Deep Learning based Side Channel Attacks on Intel CPU, MSc Thesis at IST (before Bolonha), Dec. 2022 [bibTex]
- Inês Guedes advised by Ricardo Chaves and Alfredo Ferreira, Military Cryptographic Material Manager, MSc Thesis at IST (before Bolonha), work in progresson 2022 [bibTex]
- Francisco Romão advised by Leonel Sousa, Accelerating Fully-Homomorphic encryption on RISC-V vector processors, MSc Thesis at IST, Nov. 2022 [bibTex]
- Tomás Malcata advised by Nuno Roma and Tiago M Dias, AI-assisted fast channel change on DVB set-top-boxes, MSc Thesis, Nov. 2022 [bibTex]
- João Galamba advised by José Monteiro and Juan Acebron, Dissertação: Biblioteca de Funções sobre Matrizes em GPUs, MSc Thesis at Instituto Superior Tecnico, Nov. 2022 [bibTex]
- Afonso Coutinho advised by Leonel Sousa and Aleksandar Ilic, Emerging Intel CPU+GPU Systems: Demystifying the Execution Bottlenecks, MSc Thesis at IST (before Bolonha), Nov. 2022 [bibTex]
- Miguel Reis advised by Horácio C. Neto and Mário Pereira Véstias, Hardware Acceleration of CNN-Based Image Segmentation for Fire Detection, MSc Thesis at IST (before Bolonha), Nov. 2022 [bibTex]
- Henrique de Sousa advised by Leonel Sousa and Aleksandar Ilic, Machine learning and Artificial Intelligence for Higher-Order Epistasis Detection, MSc Thesis at IST, Nov. 2022 [bibTex]
- Pedro André advised by Aleksandar Ilic and Leonel Sousa, DPHDC: A Data Parallel framework for Hyperdimensional Computing, MSc Thesis at IST, Oct. 2022 [bibTex]
- Miguel Graça advised by Aleksandar Ilic and Leonel Sousa, Sparse Transformers for Deep Learning Interpretability in High Order Epistasis Detection, MSc Thesis, Oct. 2022 [bibTex]

2021

- Clara Gil advised by Ricardo Chaves and Luís M. Correia, Analisys of Security in Railway Communications Networks based on 5G and Wi-Fi, MSc Thesis (before Bolonha), Dec. 2021 [bibTex]
- 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]
- Pedro Antunes advised by Aleksandar Ilic and Leonel Sousa, High-Performance Machine Learning in Biomedicine: Towards Efficient Epistasis Detection, MSc Thesis, Dec. 2021 [bibTex]
- Rodrigo João Fraga Lima advised by Ricardo Chaves, Side-Channel Setup for Chip Testing, MSc Thesis at IST (before Bolonha), work in progresson 2021 [bibTex]
- Rui Miguel Alexandrino Tomé advised by Ricardo Chaves, User Friendly SCA Tool, MSc Thesis, 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]
- Gonçalo Leote Mestre advised by L. Miguel Silveira and Ruxandra-Georgeta Barbulescu, Modeling Large Neuron Systems using Machine Learning Techniques, MSc Thesis at IST, Oct. 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]
- Inês Ferreira advised by J. M. Lemos and Rita Cunha, Adaptive Control for Cancer Therapy based on Reinforcement Learning, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex] [PDF]
- Pedro Fareleira dos Santos advised by Paulo Flores and Maurício Breternitz Jr, C Compiler and Tools for P3 Educational Processor, MSc Thesis at IST, Universidade de Lisboa, 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 José 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]
- Afonso Maria Viegas Bota Carreira Caetano advised by Ricardo Chaves and Miguel Correia, SmartZone: Enhancing the security of TrustZone with SmartCards, 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]
- Alexandre Valente Rodrigues advised by Ricardo Chaves, Hardware-Secured System for Secure Communications, MSc Thesis at IST (before Bolonha), Jun. 2021 [bibTex]
- Tiago de Smet advised by Horácio C. Neto and Mário Pereira Véstias, SoC-FPGA MobileNets for Embedded Vision Applications, MSc Thesis at IST, Jun. 2021 [bibTex]
- André Nunes da Silva advised by Aleksandar Ilic and Ricardo Chaves, Hacking the System from Within, MSc Thesis, Mar. 2021 [bibTex]
- Diogo Pinheiro advised by Aleksandar Ilic and Sergio Santander-Jiménez, "PhyloMissForest: a framework to construct phylogenetic trees with missing data", MSc Thesis at IST, Feb. 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 Ricardo Chaves 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]
- 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]
- 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]

Graduation Theses: 2

2021

- Tomás Ribeiro da Silva advised by Ricardo Chaves, Constrained IoT authentication in Cloud services, Graduation Thesis at IST (before Bolonha), Dec. 2021 [bibTex]
- André Barbosa advised by Paulo Alexandre Crisóstomo Lopes, Auriculares com Controlo Ativo de Ruído Sobre Amostrado, Graduation Thesis at IST (before Bolonha), Nov. 2021 [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: 1

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]

Edited Proceedings: 2

2021

- Nuno Roma and Luís Veiga, editors, The International Workshop on Optimization of Energy Efficient HPC & Distributed Systems (OPTIM 2020), Jan. 2021, IEEE [bibTex]

Technologies

National Patents: 1

2022

- Rui Policarpo Duarte and Mário Pereira Véstias and José T. de Sousa, Modular system for real-time on-board processing of synthetic aperture radar images, Patent Nº 118299, Jul. 2022 [bibTex]