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Pedro Tomás received the five-year licentiate, MSc and PhD degrees in Electrical and Computer Engineering (ECE) from Instituto Superior Tecnico (IST), Technical University of Lisbon, Portugal, in 2003, 2006, and 2009, respectively. He is currently an Associate Professor at the Department of Electrical and Computer Engineering of Instituto Superior Técnico, Universidade de Lisboa, where he has been lecturing several BSc, MSc and PhD level courses related to digital systems design, introductory and advanced computer architectures and large scale computing. He is also the coordinator of the High-Performance Computing Architectures and Systems (HPCAS) group of Instituto de Engenharia de Sistemas e Computadores R&D (INESC-ID). His research is focused on general-purpose and specialized processor architectures (e.g., CPUs and GPUs) and on reconfigurable and heterogeneous systems (e.g., based on FPGAs) for embedded and high-performance computing systems. He is developing techniques for energy-efficient optimization of computing platforms, which can be achieved at the architecture level, by explicitly adapting the architecture to the target application (e.g., by relying on reconfigurable computing approaches), and at the software or Operating System (OS) level, by developing energy-aware strategies for thread scheduling and dynamic voltage and frequency scaling of CPUs and GPUs. He is also researching new models for performance, power, and energy optimization of computing systems, as well as methodologies for efficient data management on many-core processor architectures. He is also interested in recent advances in deep learning and its application in several fields, including bio-medical applications, computer vision, and the modelling of computing devices and systems. He has participated in the organization of several conferences (e.g., EUSIPCO'14, ISCAS'15, SIPS'20, Euro-Par'21), and has published about 80 papers in international peer-reviewed conferences and journals, including in several well-renowned top-tier venues. He has participated multiple times in the evaluation of project proposals for the European Commission, as well as in FET project monitoring. He is a senior member of IEEE Signal Processing and Computer societies.
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Identification

Personal identification

Full name
Pedro Filipe Zeferino Aidos Tomás

Citation names

  • Tomás, Pedro

Author identifiers

Ciência ID
8D11-D460-CF0C
ORCID iD
0000-0001-8083-4432
Google Scholar ID
BQzcauwAAAAJ
Researcher Id
C-5954-2008

Email addresses

  • pedro.tomas@inesc-id.pt (Professional)
  • pedro.z.tomas@tecnico.ulisboa.pt (Professional)

Telephones

Telephone
  • 213100300 (Professional)

Addresses

  • INESC-ID. Rua Alves Redol, 9, 1000-029, Lisboa, Lisboa, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Computer Hardware and Architecture
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Computer Hardware and Architecture
  • Exact Sciences - Computer and Information Sciences - Information Science

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2009
Concluded
 Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Neural code: tuning and assessment of retina models" (THESIS/DISSERTATION)
 5 valores (max. 5)
2006/01/13
Concluded
 Mestrado em Engenharia Electrotécnica e de Computadores (Mestrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Algorithms and tools for automatic generation of DSP hardware structures" (THESIS/DISSERTATION)
 5 valores (max. 5)
2003/11/30
Concluded
 Engenharia Electrotécnica e de Computadores (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Bio-Inspired processing module for the development of an artificial retina" (THESIS/DISSERTATION)
 16.4 valores (max. 20)
Affiliation

Science

Category
Host institution 		Employer
2009/03/30 - Current Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2021/09/01 - Current Associate Professor (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
2010/02/01 - 2021/08/31 Assistant Professor (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
2009/03/10 - 2010/01/31 Invited Assistant Professor (University Teacher) ISCTE-Instituto Universitário de Lisboa, Portugal
Projects

Grant

Designation Funders
2023/03 - 2026/03 Compilação e Adaptação de Hardware para a Unificação da Computação Especializada e de Uso Geral
175970PRJ
 Fundação para a Ciência e a Tecnologia
2022/01 - 2025/12 European Processor Initiative (EPI) - Specific Grant Agreement 2 (SGA2)
101036168
 The European High Performance Computing Joint Undertaking (EuroHPC JU)
2021/12 - 2023/05 Bin-NET: Inferência em Redes Binárias usando Processamento em Memória nos Nós Extremos
Provided by PTCRIS: EXPL/EEI-HAC/1511/2021
 Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2020/01/01 - 2022/12/31 Early Automatic Detection of Forest Fires Using Residual Learning Neural Networks
PCIF/MPG/0051/2018
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
Ongoing
2018/12/01 - 2021/11/30 SGA1 (Specific Grant Agreement 1) OF THE EUROPEAN PROCESSOR INITIATIVE (EPI)
826647
Researcher
European Commission
Concluded
2018/07/15 - 2021/07/14 Hardware Accelerated Deep Learning Framework (Handle)
PTDC/EEI-HAC/30485/2017
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Instituto de Telecomunicações, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2014/04 - 2017/03 Embedded Multi-core Systems for Mixed Criticality Applications in Dynamic and Changeable Real-Time Environments
621429
Researcher
Artemis Project
Concluded
2013/05 - 2015/12 Stretching the Limits of Parallel Processing on Heterogenous Computing Systems
Provided by PTCRIS: 129304
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2012/03 - 2015/08 THREadS: Multitask System Framework with Transparent Hardware Reconfiguration
Provided by PTCRIS: 117329
Principal investigator
Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2011/03 - 2014/02 NEUROCLINOMICS - Understanding NEUROdegenerative diseases throught CLINical and OMICS data integration
Provided by PTCRIS: 111239
Researcher
Ministério da Ciência Tecnologia e Ensino Superior
Concluded
2011/01 - 2013/12 HELIX: Heterogeneous Multi-Core Architecture for Biological Sequence Analysis
Provided by PTCRIS: 113999
Researcher
Ministério da Ciência Tecnologia e Ensino Superior
Concluded
2005/01 - 2008/11 Retina Neural Code: Accurate Modelling towards an Artificial Visual System
Provided by PTCRIS: 61779
PhD Student Fellow
Ministério da Ciência Tecnologia e Ensino Superior
Concluded
Outputs

Publications

Book
  1. Sousa, L.; Roma, N.; Tomás, P.. Preface. 2021.
  2. Pinheiro, R.; Roma, N.; Tomás, P.. A cross-core performance model for heterogeneous many-core architectures. 2017.
    10.1007/978-3-319-61982-8_11
  3. Guerreiro, J.; Ilic, A.; Roma, N.; Tomás, P.. Performance and power-aware classification for frequency scaling of GPGPU applications. 2017.
    10.1007/978-3-319-58943-5_11
  4. Neves, N.; Mussio, A.; Gonçalves, F.; Tomás, P.; Roma, N.. In-cache streaming: Morphable infrastructure for many-core processing systems. 2017.
    10.1007/978-3-319-58943-5_62
  5. Cruz, M.T.; Tomás, P.; Roma, N.. Energy-efficient architecture for DP local sequence alignment: Exploiting ILP and DLP. 2015.
    10.1007/978-3-319-16480-9_20
  6. Tani?a, L.; Ilic, A.; Tom{\'a. Schedmon: A performance and energy monitoring tool for modern multi-cores. 2014.
    10.1007/978-3-319-14313-2_20
  7. Antão, D.; Taniça, L.; Ilic, A.; Pratas, F.; Tomás, P.; Sousa, L.. Monitoring performance and power for application characterization with the cache-aware roofline model. 2014.
    10.1007/978-3-642-55224-3_70
  8. Colaço, J.; Matoga, A.; Ilic, A.; Roma, N.; Tomás, P.; Chaves, R.. Transparent application acceleration by intelligent scheduling of shared library calls on heterogeneous systems. 2014.
    10.1007/978-3-642-55224-3_65
  9. Ferreirinha, T.; Nunes, R.; Soares, A.; Pratas, F.; Tom{\'a. GPU accelerated stochastic inversion of deep water seismic data. 2014.
    10.1007/978-3-319-14325-5_21
  10. Sousa, L.; Tomás, P.; Pelayo, F.; Martinez, A.; Morillas, C.A.; Romero, S.. Bioinspired stimulus encoder for cortical visual neuroprostheses. 2005.
    10.1007/1-4020-3128-9_22
  11. Sousa, L.; Tom{\'a. A FPL bioinspired visual encoding system to stimulate cortical neurons in real-time. 2003.
    10.1007/978-3-540-45234-8_67
Book chapter
  1. Kuan, Lídia; Tomás, Pedro; Sousa, Leonel. "Finite-Difference in Time-Domain Scalable Implementations on CUDA and OpenCL". In Numerical Computations with GPUs, 223-242. Springer International Publishing, 2014.
    Published • 10.1007/978-3-319-06548-9_11
Conference paper
  1. Domingos, J.M.; Rocha, T.; Neves, N.; Roma, N.; Tomas, P.; Sousa, L.. "Supporting RISC-V Performance Counters Through Linux Performance Analysis Tools". 2023.
    10.1109/ASAP57973.2023.00027
  2. Falcão, G.; Fernandes, A.M.; Garcia, N.; Aidos, H.; Tomás, P.. "Stacking deep learning models for early detection of wildfire smoke plumes". 2023.
    10.23919/EUSIPCO58844.2023.10289811
  3. Crespo, L.; Tomas, P.; Roma, N.; Neves, N.. "Trading Performance, Power, and Area on Low-Precision Posit MAC Units for CNN Training". 2023.
    10.1109/SBAC-PAD59825.2023.00014
  4. Rosado, M.; Mallios, S.; Tomas, P.; Roma, N.; David, A.. "Early prototyping and testing of CERN LHC CMS high-granularity calorimeter slow-control system". 2022.
    10.1109/RSP57251.2022.10039014
  5. Vieira, J.; Roma, N.; Falcao, G.; Tomas, P.. "gem5-ndp: Near-Data Processing Architecture Simulation From Low Level Caches to DRAM". 2022.
    10.1109/SBAC-PAD55451.2022.00015
  6. Gonçalo Raposo; Tomás, Pedro; Nuno Roma. "PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit". Paper presented in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), 2021.
    10.1109/ICASSP39728.2021.9413919
  7. Miguel Pinho; Tomás, Pedro; Nuno Roma. "Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD". Paper presented in International Conference on High Performance Computing & Simulation (HPCS 2020), 2021.
  8. Aidos, H.; Tomás, P.. "Neighborhood-aware autoencoder for missing value imputation". 2021.
    10.23919/Eusipco47968.2020.9287580
  9. Domingos, J.M.; Neves, N.; Roma, N.; Tomas, P.; João Domingos; Nuno Neves; Nuno Roma; Tomás, Pedro. "Unlimited vector extension with data streaming support". Paper presented in IEEE/ACM International Symposium on Computer Architecture, 2021.
    10.1109/ISCA52012.2021.00025
  10. Vieira, J.; Roma, N.; Falcao, G.; Tomas, P.. "Processing Convolutional Neural Networks on Cache". 2020.
    10.1109/ICASSP40776.2020.9054326
  11. Neves, N.; Tomas, P.; Roma, N.. "Reconfigurable stream-based tensor unit with variable-precision posit arithmetic". 2020.
    10.1109/ASAP49362.2020.00033
  12. Pessoa, J.; Aidos, H.; Tomas, P.; Figueiredo, M.A.T.; Jorge Pessoa; Helena Aidos; Pedro Tomas; Mario A. T. Figueiredo. "End-to-End Learning of Video Compression using Spatio-Temporal Autoencoders". 2020.
    10.1109/SiPS50750.2020.9195249
  13. Mendes, F.; Tomas, P.; Roma, N.. "Exploiting non-conventional DVFS on GPUs: Application to deep learning". 2020.
    10.1109/SBAC-PAD49847.2020.00012
  14. Vieira, J.; Roma, N.; Tomas, P.; Ienne, P.; Falcao, G.; Vieira, Joao; Ienne, Paolo; et al. "Exploiting Compute Caches for Memory Bound Vector Operations". Lyon, 2019.
    Published • 10.1109/CAHPC.2018.8645905
  15. Sá, P.; Aidos, H.; Roma, N.; Tomás, P.. "Heart disease detection architecture for lead I off-the-person ECG monitoring devices". 2019.
    10.23919/EUSIPCO.2019.8902791
  16. Tomás, Pedro. "GPGPU Power Modeling for Multi-Domain Voltage-Frequency Scaling". 2018.
    10.1109/HPCA.2018.00072
  17. Tomás, Pedro. "SCRATCH: An End-to-End Application-Aware Soft-GPGPU Architecture and Trimming Tool". 2017.
    10.1145/3123939.3123953
  18. Cruz, M.T.; Tomás, P.; Roma, N.. "Unsupervised variable-grained online phase clustering for heterogeneous/morphable processors". 2016.
    10.1109/HPCSim.2016.7568424
  19. Neves, N.; Tomás, P.; Roma, N.. "Efficient data-stream management for shared-memory many-core systems". 2015.
    10.1109/FPL.2015.7293960
  20. Rodrigues, M.; Roma, N.; Tomas, P.. "Fast and scalable thread migration for multi-core architectures". 2015.
    10.1109/EUC.2015.36
  21. Kuan, L.; Sousa, L.; Tomas, P.. "Accelerating Phylogenetic Inference on Heterogeneous OpenCL Platforms". 2015.
    10.1109/Trustcom.2015.635
  22. Gaspar, F.; Tanica, L.; Tomas, P.; Ilic, A.; Sousa, L.. "Attaining performance fairness in big.LITTLE systems". 2015.
  23. Ferreirinha, T.; Nunes, R.; Azevedo, L.; Soares, A.; Pratas, F.; Tomas, P.; Roma, N.; Tomás, P.. "Acceleration of stochastic seismic inversion in open cl-based heterogeneous platforms". 2015.
    10.1016/j.cageo.2015.02.005
  24. Guerreiro, J.; Ilic, A.; Roma, N.; Tomás, P.. "Multi-kernel auto-tuning on GPUs: Performance and energy-aware optimization". 2015.
    10.1109/PDP.2015.44
  25. Gaspar, F.; Ilic, A.; Tom{\'a. "Performance-aware task management and frequency scaling in embedded systems". 2014.
    10.1109/SBAC-PAD.2014.14
  26. Andriy Gorobets; Frederico Pratas; Nuno Roma; Pedro Tom\'{a. "Stream Oriented Modular Architecture with Polymorphic Processing Engines". 2014.
    10.1109/SBAC-PADW.2014.26
  27. Amaral, J.; Regazzoni, F.; Tomas, P.; Chaves, R.. "Accelerating Differential Power Analysis on heterogeneous systems". 2014.
    10.1145/2668322.2668326
  28. Nogueira, D.; Tomas, P.; Roma, N.. "Burrows-Wheeler Transform based indexed exact search on a multi-GPU OpenCL platform". 2014.
    10.1109/HPCSim.2014.6903666
  29. Cruz, M.; Tomas, P.; Roma, N.. "Low-power vectorial VLIW architecture for maximum parallelism exploitation of dynamic programming algorithms". 2014.
    10.1109/HPCSim.2014.6903673
  30. Lidia Kuan; João Neves; Frederico Pratas; Tomás, Pedro; Leonel Sousa. "Accelerating Phylogenetic Inference on GPUs: an OpenACC and CUDA comparison". Paper presented in 2nd International Work-Conference on Bioinformatics and Biomedical Engineering, 2014.
  31. Pai{\'a. "HotStream: Efficient data streaming of complex patterns to multiple accelerating kernels". 2013.
    10.1109/SBAC-PAD.2013.17
  32. Leitao, J.; Germano, J.; Roma, N.; Chaves, R.; Tomas, P.. "Scalable and high throughput biosensing platform". 2013.
    10.1109/FPL.2013.6645529
  33. Kuan, L.; Tomas, P.; Sousa, L.. "A comparison of computing architectures and parallelization frameworks based on a two-dimensional FDTD". 2013.
    10.1109/HPCSim.2013.6641436
  34. Matoga, A.; Chaves, R.; Tomas, P.; Roma, N.. "A flexible shared library profiler for early estimation of performance gains in heterogeneous systems". 2013.
    10.1109/HPCSim.2013.6641454
  35. Neves, N.; Sebastiao, N.; Patricio, A.; Matos, D.; Tomas, P.; Flores, P.; Roma, N.. "BioBlaze: Multi-core SIMD ASIP for DNA sequence alignment". 2013.
    10.1109/ASAP.2013.6567581
  36. Pedro Amaral; Susana Pinto; Mamede de Carvalho; Tomás, Pedro; Sara C. Madeira. "Predicting the need for non-invasive ventilation in patients with Amyotrophic Lateral Sclerosis". Paper presented in ACM SIGKDD Workshop on Health Informatics (HI-KDD 2012), 2012.
  37. Luis Lemos; Dina Silva; Manuela Guerreiro; Isabel Santana; Alexandre Mendonça; Tomás, Pedro; Sara C. Madeira. "Discriminating Alzheimer’s disease from mild cognitive impairment using neuropsychological data". Paper presented in ACM SIGKDD Workshop on Health Informatics (HI-KDD 2012), 2012.
  38. Pratas, F.; Tomas, P.; Trancoso, P.; Sousa, L.. "Energy efficient stream-based configurable architecture for embedded platforms". 2012.
    10.1109/SAMOS.2012.6404174
  39. Ramalho, R.; Tom{\'a. "Efficient independent component analysis on a GPU". 2010.
    10.1109/CIT.2010.205
  40. Tom{\'a. "Towards a unified model for the retina: Static vs Dynamic integrate and fire models". 2008.
  41. Tom{\'a. "Feature selection for the stochastic integrate and fire model". 2007.
    10.1109/WISP.2007.4447639
  42. Capela, S.; Tom{\'a. "Stochastic integrate-and-fire model for the Retina". 2007.
  43. Tom{\'a. "An efficient expectation-maximisation algorithm for spike classification". 2007.
    10.1109/ICDSP.2007.4288554
  44. Pelayo, F.; Mart{\'i. "Retina-like processing and coding platform for cortical neuro-stimulation". 2003.
    10.1109/IEMBS.2003.1280132\
Journal article
  1. João Vieira; Nuno Roma; Gabriel Falcao; Pedro Tomás. "gem5-accel: A Pre-RTL Simulation Toolchain for Accelerator Architecture Validation". IEEE Computer Architecture Letters (2024): https://doi.org/10.1109/LCA.2023.3329443.
    10.1109/LCA.2023.3329443
  2. João Vieira; Nuno Roma; Gabriel Falcao; Pedro Tomás. "NDPmulator: Enabling Full-System Simulation for Near-Data Accelerators From Caches to DRAM". IEEE Access (2024): https://doi.org/10.1109/ACCESS.2024.3352924.
    10.1109/ACCESS.2024.3352924
  3. João Guerreiro; Pedro Tomás; Nuno Garcia; Helena Aidos. "Super-resolution of magnetic resonance images using Generative Adversarial Networks". Computerized Medical Imaging and Graphics (2023): https://doi.org/10.1016/j.compmedimag.2023.102280.
    10.1016/j.compmedimag.2023.102280
  4. Nuno Neves; Joao Mario Domingos; Nuno Roma; Pedro Tomas; Gabriel Falcao. "Compiling for Vector Extensions With Stream-Based Specialization". IEEE Micro (2022): https://doi.org/10.1109/MM.2022.3173405.
    10.1109/MM.2022.3173405
  5. Luis Crespo; Pedro Tomas; Nuno Roma; Nuno Neves. "Unified Posit/IEEE-754 Vector MAC Unit for Transprecision Computing". IEEE Transactions on Circuits and Systems II: Express Briefs 69 5 (2022): 2478-2482. https://doi.org/10.1109/TCSII.2022.3160191.
    10.1109/TCSII.2022.3160191
  6. Mendes, F.; Tomás, P.; Roma, N.. "Decoupling GPGPU voltage-frequency scaling for deep-learning applications". Journal of Parallel and Distributed Computing 165 (2022): 32-51. http://www.scopus.com/inward/record.url?eid=2-s2.0-85127318798&partnerID=MN8TOARS.
    10.1016/j.jpdc.2022.03.004
  7. Neves, N.; Tomás, P.; Roma, N.. "A Reconfigurable Posit Tensor Unit with Variable-Precision Arithmetic and Automatic Data Streaming". Journal of Signal Processing Systems 93 12 (2021): 1365-1385. http://www.scopus.com/inward/record.url?eid=2-s2.0-85116031795&partnerID=MN8TOARS.
    10.1007/s11265-021-01687-7
  8. Vieira, J.; Roma, N.; Falcao, G.; Tomás, P.; João Vieira; Nuno Roma; Gabriel Falcão; Tomás, Pedro. "A Compute Cache System for Signal Processing Applications". Journal of Signal Processing Systems 93 10 (2021): 1173-1186. http://www.scopus.com/inward/record.url?eid=2-s2.0-85104420078&partnerID=MN8TOARS.
    10.1007/s11265-020-01626-y
  9. Tomás, Pedro. "Compiler-Assisted Data Streaming for Regular Code Structures". IEEE Transactions on Computers (2020): http://dx.doi.org/10.1109/tc.2020.2990302.
    10.1109/tc.2020.2990302
  10. Tomás, Pedro. "GPU Static Modeling Using PTX and Deep Structured Learning". IEEE Access 7 (2019): 159150-159161. https://doi.org/10.1109/ACCESS.2019.2951218.
    10.1109/ACCESS.2019.2951218
  11. Joao Guerreiro; Aleksandar Ilic; Nuno Roma; Pedro Tomas. "Modeling and Decoupling the GPU Power Consumption for Cross-Domain DVFS". IEEE Transactions on Parallel and Distributed Systems 30 11 (2019): 2494-2506. https://doi.org/10.1109/TPDS.2019.2917181.
    10.1109/TPDS.2019.2917181
  12. Nuno Neves; Pedro Tomás; Nuno Roma. "Stream data prefetcher for the GPU memory interface". The Journal of Supercomputing 74 6 (2018): 2314-2328. https://doi.org/10.1007/s11227-018-2260-6.
    10.1007/s11227-018-2260-6
  13. João Guerreiro; Aleksandar Ilic; Nuno Roma; Pedro Tomás. "DVFS-aware application classification to improve GPGPUs energy efficiency". Parallel Computing (2018): https://doi.org/10.1016/j.parco.2018.02.001.
    10.1016/j.parco.2018.02.001
  14. Tomás, Pedro. "MrBayes sMC3: Accelerating Bayesian inference of phylogenetic trees". The International Journal of High Performance Computing Applications 0 0 (2018): 1094342016652461-1094342016652461.
    10.1177/1094342016652461
  15. Tomás, Pedro. "Efficient parallelization of perturbative Monte Carlo QM/MM simulations in heterogeneous platforms". The International Journal of High Performance Computing Applications 0 0 (2017): 1094342016649420-1094342016649420.
    10.1177/1094342016649420
  16. Feldt, J.; Miranda, S.; Pratas, F.; Roma, N.; Tomás, P.; Mata, R.A.. "Optimization and benchmarking of a perturbative Metropolis Monte Carlo quantum mechanics/molecular mechanics program". Journal of Chemical Physics 147 24 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85040074424&partnerID=MN8TOARS.
    10.1063/1.5009820
  17. Neves, N.; Tomas, P.; Roma, N.. "Adaptive In-Cache Streaming for Efficient Data Management". IEEE Transactions on Very Large Scale Integration (VLSI) Systems 25 7 (2017): 2130-2143. http://www.scopus.com/inward/record.url?eid=2-s2.0-85015641380&partnerID=MN8TOARS.
    10.1109/TVLSI.2017.2671405
  18. Neves, N.; Neves, R.; Horta, N.; Tomás, P.; Roma, N.. "Multi-objective kernel mapping and scheduling for morphable many-core architectures". Expert Systems with Applications 45 (2016): 385-399. http://www.scopus.com/inward/record.url?eid=2-s2.0-84945912394&partnerID=MN8TOARS.
    10.1016/j.eswa.2015.10.004
  19. Nogueira, D.; Tomás, P.; Roma, N.. "BowMapCL: Burrows-wheeler mapping on multiple heterogeneous accelerators". IEEE/ACM Transactions on Computational Biology and Bioinformatics 13 5 (2016): 926-938. http://www.scopus.com/inward/record.url?eid=2-s2.0-84990966421&partnerID=MN8TOARS.
    10.1109/TCBB.2015.2495149
  20. Carreiro, A.V.; Amaral, P.M.T.; Pinto, S.; Tom{\'a. "Prognostic models based on patient snapshots and time windows: Predicting disease progression to assisted ventilation in Amyotrophic Lateral Sclerosis". Journal of Biomedical Informatics 58 (2015): 133-144. http://www.scopus.com/inward/record.url?eid=2-s2.0-84947905778&partnerID=MN8TOARS.
    10.1016/j.jbi.2015.09.021
  21. Neves, N.; Sebastiao, N.; Matos, D.; Tomas, P.; Flores, P.; Roma, N.. "Multicore SIMD ASIP for Next-Generation Sequencing and Alignment Biochip Platforms". IEEE Transactions on Very Large Scale Integration (VLSI) Systems (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84904526089&partnerID=MN8TOARS.
    10.1109/TVLSI.2014.2333757
  22. Neves, N.; Mendes, H.; Chaves, R.J.; Tomás, P.; Roma, N.. "Morphable hundred-core heterogeneous architecture for energy-aware computation". IET Computers and Digital Techniques 9 1 (2015): 49-62. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921038801&partnerID=MN8TOARS.
    10.1049/iet-cdt.2014.0078
  23. Gaspar, F.; Taniça, L.; Tomás, P.; Ilic, A.; Sousa, L.. "A framework for application-guided task management on heterogeneous embedded systems". ACM Transactions on Architecture and Code Optimization 12 4 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84954138399&partnerID=MN8TOARS.
    10.1145/2835177
  24. Tom{\'a. "A quantitative analysis of firing rate estimators: Unveiling bias sources". Neurocomputing 73 16-18 (2010): 2944-2954. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650309375&partnerID=MN8TOARS.
    10.1016/j.neucom.2010.07.016
  25. Tom{\'a. "A feature selection algorithm for the regularization of neuron models". IEEE Transactions on Instrumentation and Measurement 58 11 (2009): 3824-3830. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350335589&partnerID=MN8TOARS.
    10.1109/TIM.2009.2020822
  26. Martins, J.; Tom{\'a. "Neural code metrics: Analysis and application to the assessment of neural models". Neurocomputing 72 10-12 (2009): 2337-2350. http://www.scopus.com/inward/record.url?eid=2-s2.0-67349105614&partnerID=MN8TOARS.
    10.1016/j.neucom.2008.12.012
  27. Tom{\'a. "Statistical analysis of a spike train distance in poisson models". IEEE Signal Processing Letters 15 (2008): 357-360. http://www.scopus.com/inward/record.url?eid=2-s2.0-67349215196&partnerID=MN8TOARS.
    10.1109/LSP.2008.919994
  28. Piedade, M.; Gerald, J.; Sousa, L.A.; Tavares, G.; Tom{\'a. "Visual neuroprosthesis: A non invasive system for stimulating the cortex". IEEE Transactions on Circuits and Systems I: Regular Papers 52 12 (2005): 2648-2662. http://www.scopus.com/inward/record.url?eid=2-s2.0-29344437807&partnerID=MN8TOARS.
    10.1109/TCSI.2005.857923

Other

Other output
  1. Supporting RISC-V Performance Counters through Performance analysis tools for Linux (Perf). 2021. Domingos, J.M.; Tomas, P.; Sousa, L.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85121830818&partnerID=MN8TOARS.
  2. Positnn: Training deep neural networks with mixed Low-precision posit. 2021. Raposo, G.; Tomás, P.; Roma, N.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85107645599&partnerID=MN8TOARS.
    10.1109/ICASSP39728.2021.9413919
  3. Positnn: Training deep neural networks with mixed Low-precision posit. 2021. Raposo, G.; Tomás, P.; Roma, N.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169283815&partnerID=MN8TOARS.
    10.48550/arxiv.2105.00053
  4. Supporting RISC-V Performance Counters through Performance analysis tools for Linux (Perf). 2021. Domingos, J.M.; Tomas, P.; Sousa, L.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85171068987&partnerID=MN8TOARS.
    10.48550/arxiv.2112.11767
  5. Dynamic Fused Multiply-Accumulate Posit Unit with Variable Exponent Size for Low-Precision DSP Applications. 2020. Nuno Neves; Pedro Tomas; Nuno Roma; Neves, N.; Tomas, P.; Roma, N.. https://doi.org/10.1109%2Fsips50750.2020.9195256.
    10.1109/sips50750.2020.9195256
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/09 - Current Runtime-adaptable cache architecture for application acceleration in modern processors
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/09 - Current Streaming Complex Data Patterns on CVA6 Processor
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/09 - Current Dinamically reconfigurable floating-point arithmetic unit for next-generation processors and accelerators
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/09 - Current Speech Recognition on the Edge with Binary Neural Networks
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - Current Data-streaming support on Gemmini tensor architecture
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - 2023/12 Design of a FHE library for RISC-V processors Using the RISC-V Vector extension
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - 2023/11 Learning Temporal Patterns for Patient Stratification in ALS
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - 2023/11 Explaining Deep Prognostic Models of Amyotrophic Lateral Sclerosis
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - 2023/11 Data-Streaming Engine for the Unlimited Vector Extension
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - 2023/11 Semi-supervised brain lesion segmentation: a deep learning approach
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - 2023/11 Exploiting Graph Neural Networks for jet identification in LHC experiments
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09 - 2023/11 Exploiting diffusion-based data augmentation and a classifier ensemble for early wildfire detection
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/09 - 2022/11 A Study on Generative Augmentation with cGANs for improved Chest X-ray Classification
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/09 - 2022/11 Data compression in multi-level caches
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/09 - 2022/11 Super-Resolution of Biomedical Images with Generative Adversarial Networks and posterior Tumor Segmentation
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/09 - 2022/11 Exploiting data augmentation for the development of early forest fire detection systems
Supervisor
 Engenharia de Telecomunicações e Informática
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/09 - 2022/11 A Deep Temporal Consensus Clustering approach for Amyotrophic Lateral Sclerosis Patient Stratification
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/09 - 2022/06 Clustering with Missing Values: a Deep Learning Approach
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/02 - 2021/11 Supporting Posits in Deep Learning Frameworks: A PyTorch Implementation
Supervisor
 Engenharia Aeroespacial (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/09 - 2021/11 Generative Deep Clustering with the Hierarchical and Relativistic Wasserstein Autoencoder GAN
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/09 - 2021/11 Automatic Detection of Forest Fires: a Deep Learning Approach
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/09 - 2021/11 Vector Multiply-Accumulate Unit for Transprecision Computing
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/09 - 2021/11 LLVM Backend Support for Data StreamingExtensions
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/09 - 2021/11 Vector Multiply-Accumulate Unit for Transprecision Computing
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019/09 - 2021/01 Deep Learning with approximate computing: an energy-efficient approach
Supervisor
 Engenharia Aeroespacial (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019/09 - 2021/01 RISC-V Processing System with Streaming Support
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019/09 - 2021/01 Exploiting machine learning techniques to predict Alzheimer's Disease Progression
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019/09 - 2021/01 Predicting Alzheimer's Disease Progression: a deep learning approach
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017/09 - 2021/01 xploiting GPU Undervoltage to Improve the Energy Efficiency of Deep Learning Applications
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019/09 - 2020/12 A Mixture of experts approach to deep image clustering: estimating latent sizes and the number of clusters
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015/03/01 - 2020/06 Maximizing the Energy-Efficiency of GPGPUs
Supervisor
 Engenharia Eletrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 - 2020 Packing and Fusing Narrow-Width Vector Operations for Energy Efficient SIMD
Supervisor
 Integrated Master in Electrical and Computer Engineering (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 - 2020 Unlimited Vector Extension: from IoT to Exascale
Supervisor
 Integrated Master in Electrical and Computer Engineering (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 - 2020 Exploiting non-conventional DFVS on GPUs: Application to Deep Learning
Supervisor
 Integrated Master in Electrical and Computer Engineering (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018/09 - 2019/11 Configurable RISC-V softcore processor for FPGA implementation
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/09/01 - 2019/01/08 Energy-Efficient Computing: Adaptive Structures and Data Management
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2019 Faster CPU emulation and dynamic Kernel compilation in Multi2Sim
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2019 Configurable RISC-V softcore processor for FPGA implementation
Supervisor
 Integrated Master in Electrical and Computer Engineering (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017/09/01 - 2018/11/30 Exploiting Processing Near Cache for Memory Bound Vector Operations
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017/09/01 - 2018/11/30 Video Compression Using (End-to-End) Deep Learning
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015/09/01 - 2018/06/15 Energy-Efficient HEVC Motion Estimation for Mobile Heterogeneous Platforms
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016/09/01 - 2017/11/30 Biochip architecture for real-time cardiac patholagies identification
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015/09 - 2016/11/30 Accelerating approximate string matching in heterogeneous computing platforms
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015/09/01 - 2016/07/31 Application-Specific Soft-GPGPU on Reconfigurable Substrates
Co-supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Coimbra Departamento de Engenharia Electrotécnica e de Computadores, Portugal
2015/09/01 - 2016/07/15 Dedicated Processor for Real-Time Spike Sorting
Supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011/01/03 - 2016/07/08 Exploiting parallel heterogeneous systems for scientific computations
Supervisor
 Engenharia Eletrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/09/01 - 2016/05/31 big.LITTLE HEVC - Energy Efficient Video Codec for Mobile Platforms
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015/09/01 - 2016/05/15 Performance and Energy Modeling of Heterogeneous Many-core Architectures
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/09/01 - 2016/05/15 Scalable Heterogeneous Accelerating Structure for the HEVC Temporal Prediction
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/09/01 - 2015/11/30 Exploiting DVFS for GPU Energy Management
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/09/01 - 2015/11/30 Fast and Scalable Thread Migration for Multi-Core Architectures
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2015/06/15 Compilation of OpenCL Programs for Stream Processing Architectures
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/03/01 - 2015/05/15 Parallelization of the LU Decomposition on Heterogeneous Systems
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2015/05/15 Powermeter for HPC Systems
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/02/01 - 2014/11/30 Multi-Kernel Auto-Tuning on GPUs: Performance and Energy-Aware Optimization
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2014/11/30 A Parallel Heterogeneous Approach to Perturbative Monte Carlo QM/MM Simulations
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2014/11/30 Accelerating a BWT-based exact search on multi-GPU heterogeneous computing platforms
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2014/11/30 Accelerating a Stochastic Seismic Inversion Algorithm using OpenCL-based Heterogeneous Platforms
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2014/11/30 Improving DPA analysis with distributed computing using OpenCL
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2014/11/30 Low-Power Vectorial VLIW Architecture for Maximum Parallelism Exploitation of Dynamic Programming Algorithms
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09/01 - 2014/11/30 Stream Oriented Modular Architecture with Polymorphic Processing Engines
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/09/01 - 2014/11/30 Efficient GPU Implementation of Bioinformatics Applications
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09 - 2014/11 Performance and energy-aware real-time scheduling for heterogeneous embedded systems
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/09 - 2014/11 KerMon: Framework for in-kernel performance and energy monitoring
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/09 - 2014/11 KerMon: Framework for in-kernel performance and energy monitoring
Supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013/02/01 - 2014/05/15 Application monitoring through hardware performance counters
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/09/01 - 2013/11/30 High throughput biosensing platform
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/09/01 - 2013/11/30 Virtualization of Shared Library Calls for Multi-platform Computation
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/09 - 2013/11 Accelerating a Bayesian Phylogenetic Inference Application with OpenACC
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/02 - 2013/11 Multi-Core SIMD ASIP for DNA Sequence Alignment
Co-supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011/09/01 - 2012/11/30 A data mining approach to predict conversion from Mild Cognitive Impaiment to Alzheimer's Disease
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011/09/01 - 2012/11/30 Prognostic prediction in patients with Amyotrophic Lateral Sclerosis using data mining techniques
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011/02/01 - 2012/05/15 Multimedia terminal for digital television
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011/02/01 - 2012/05/15 Video-conference system based on open-source software
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2010/09/01 - 2011/11/30 Real-time processor reconfiguration: from high-performance to low power consumption
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2009/09/01 - 2010/11/30 Signal Processing and Feature Extraction for EEG-based Brain-Computer Interfaces
Supervisor
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2021/01 - 2021/10 2021 International Workshop on Signal Processing Systems (2021/10/19 - 2021/10/21)
Conference (Member of the Organising Committee)
 IEEE, United States
2021 - 2021 27th International European Conference on Parallel and Distributed Computing (EuroPar'2021) (2021/08/30 - 2021/09/03)
Conference (Member of the Organising Committee)
 Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
2020/01 - 2020/10 2020 IEEE International Workshop on Signal Processing Systems (2020/10/20 - 2020/10/22)
Conference (Member of the Organising Committee)
 IEEE, United States
2015 - 2015 2015 IEEE International Symposium on Circuits and Systems (ISCAS'2015) (2015/05/24 - 2015/05/27) Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/01/01 - 2014/09/30 2014 European Signal Processing Conference (EUSIPCO'2014) (2014/09/01 - 2014/09/05)
Conference (Co-organisor)
 Universidade de Lisboa Instituto Superior Técnico, Portugal
2009/01/01 - 2009/07/31 2009 International Symposium on Parallel and Distributed Computing (ISPDC'2009) (2009/06/30 - 2009/07/04)
Conference (Co-organisor)
 Universidade de Lisboa Instituto Superior Técnico, Portugal

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2018 - 2021 FET-PROACTIVE project monitoring
Evaluator
 European Commission, Belgium European Commission
2020/10/01 - 2020/12/04 Evaluation of fellowship proposals for Marie Sklodowska-Curie action H2020-MSCA-IF-2020
Evaluator
 European Commission, Belgium European Commission
2019 - 2019 Evaluation of project proposals for REA-FET-OPEN-2019-1
Evaluator
 European Commission, Belgium European Commission
2018 - 2018 Evaluation of project proposals for REA-FET-OPEN-2018-1
Evaluator
 European Commission, Belgium European Commission
Distinctions

Award

2003 Premio Professor Luís Vidigal
Universidade de Lisboa Instituto Superior Técnico, Portugal

Other distinction

2019 Evaluated as an Excellent Teacher in the first semester of the 2018-2019 academic year (course of Introduction to Computer Architectures).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 Evaluated as an Excellent Teacher in the second semester of the 2015-2016 academic year (courses of Computer Architectures and Advanced Computer Architectures).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 Evaluated as an Excellent Teacher in the second semester of the 2016-2017 academic year (course of Computer Architectures).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016 Evaluated as an Excellent Teacher in the second semester of the 2015-2016 academic year (course of Advanced Computer Architectures).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015 Evaluated as an Excellent Teacher in the first semester of the 2014-2015 academic year (course of Digital Systems).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014 Evaluated as an Excellent Teacher in the first and second semester of the 2013-2014 academic year (courses of Digital Systems and Advanced Computer Architectures).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2013 Evaluated as an Excellent Teacher in the second semester of the 2012-2013 academic year (courses of Computer Architecture and Advanced Computer Architectures).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011 Evaluated as an Excellent Teacher in the second semester of the 2010-2011 academic year (course of Computer Architecture).
Universidade de Lisboa Instituto Superior Técnico, Portugal
2010 Evaluated as an Excellent Teacher in the second semester of the 2009-2010 academic year (course of Computer Architecture).
Universidade de Lisboa Instituto Superior Técnico, Portugal