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Leonel Sousa has been a Full Professor at Instituto Superior Técnico (IST), Universidade de Lisboa since 2010. He obtained his PhD in Electrical and Computer Engineering (ECE) from IST in 1996 and his Habilitation degree (Agregação) in the same area in 2004, also at IST. He has been a senior researcher at INESC-ID since 1998. His research interests include computer architectures, accelerators, and parallel and heterogeneous systems. Leonel Sousa has served in several leadership positions, including Director of the Electrical and Computer Engineering BSc and MSc programs at IST (2008-2013), Vice-Chair of the Scientific Council of IST, with the responsibility for Research and PhD Programs (2013-2016), Chair of the Board of Directors of INESC-ID (2009-2013), Head of the ECE Department of IST (2017-2020), and currently Director of INESC (holding) since 2021. He has spent sabbatical periods as a visiting professor at the Technical University of Delft in Netherlands (2003), at CMU in the US (2016), and at the University of Tsukuba in Japan (2016). He is a Fellow of the IET, a Distinguished Scientist of the ACM, and a Distinguished Contributor to the IEEE Computer Society. During the period under evaluation, Leonel Sousa has received awards for the quality of his work: the Best INESC-ID Senior Researcher in 2021; the Scientific Award University of Lisbon/Caixa Geral de Depósitos, in the area of Electrical and Computer Engineering, for the impact of his publications in 2021; and the Award for Editorial Service and Excellence for the role as AE from IEEE Transactions on Computers (2020).
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Identificação

Identificação pessoal

Nome completo
Leonel Augusto Pires Seabra de Sousa

Nomes de citação

  • Sousa, Leonel

Identificadores de autor

Ciência ID
1212-9D42-1510
ORCID iD
0000-0002-8066-221X

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Francês Utilizador elementar (A1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador elementar (A1)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador proficiente (C1)
Formação
Grau Classificação
2004
Concluído
 Habilitation (Título de Agregado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
 unanimously approved
1996
Concluído
 Doutoramento em Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Processadores Paralelos de Imagem com Acesso Ortogonal a Memória Partilhada" (TESE/DISSERTAÇÃO)
 unanimously approved
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
1987/01/01 - Atual Investigador (Investigação) Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2010/12/28 - Atual Professor Catedrático (Docente Universitário) Universidade de Lisboa Instituto Superior Técnico, Portugal

Cargos e Funções

Categoria Profissional
Instituição de acolhimento 		Empregador
2018/01/01 - 2019/12/31 Presidente Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
2016/09/10 - 2016/12/10 Visiting Professor of the Electrical and Computer Engineering Department at Carnegie Mellon University Carnegie Mellon University, Estados Unidos
2016/06/12 - 2016/08/10 JSPS Invitation Fellowship for Research in Japan and Visiting Professor of the Computer Science Departmente at the University of Tsukuba, Japan Tsukuba Daigaku, Japão
2006/09/25 - 2010/12/27 Associate Professor with "Agregação" of the Dept . of Electrical and Computer Engineering Universidade de Lisboa Instituto Superior Técnico, Portugal
2004/12/16 - 2006/09/24 Assistant Professor with "Agregação" of the Dept . of Electrical and Computer Engineering Universidade de Lisboa Instituto Superior Técnico, Portugal
1996/06/14 - 2004/12/15 Assistant Professor of the Dept . of Electrical and Computer Engineering Universidade de Lisboa Instituto Superior Técnico, Portugal
1992/03/15 - 1996/06/14 Teaching Assistant of the Dept . of Electrical and Computer Engineering Universidade de Lisboa Instituto Superior Técnico, Portugal
Projetos

Bolsa

Designação Financiadores
2012/03 - 2015/08 THREadS: Multitask System Framework with Transparent Hardware Reconfiguration
grant.Provided by PTCRIS: 117329
 Fundação para a Ciência e a Tecnologia

Projeto

Designação Financiadores
2023/03/10 - 2026/03/09 Compilação e Adaptação de Hardware para a Unificação da Computação Especializada e de Uso Geral
2022.06780.PTDC
10.54499/2022.06780.PTDC
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Instituto de Telecomunicações Lisboa, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2021/04/01 - 2024/03/31 An Optimization and Co-design Framework for Sparse Computation (SparCity)
Grant agreement ID: 956213
Investigador
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 European Union
Em curso
2018/06/01 - 2021/12/31 Processamento de Elevado Desempenho e Energeticamente Eficiente para Aplicações de Bioinformática nos Sistemas Heterogéneos Emergentes
PTDC/CCI-COM/31901/2017
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
2018/01 - 2020/12 TPM: Future Proofing the Connected World: A Quantum-Resistant Trusted Platform Module
779391
 European Commission
2014/03 - 2018/03 Network for Sustainable Ultrascale Computing (NESUS)
IC1305
Investigador
European Commission
2016/01 - 2018/02 HiPEAC-High Performance and Embedded Architecture and Compilation
687698
Investigador
European Commission
Em curso
2013/05/01 - 2015/12/31 Transpondo os Limites do Processamento Paralelo em Sistemas Computacionais Heterogéneos
PTDC/EEI-ELC/3152/2012
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
2013/05 - 2015/12 Stretching the Limits of Parallel Processing on Heterogenous Computing Systems
grant.Provided by PTCRIS: 129304
Investigador responsável
Fundação para a Ciência e a Tecnologia
2012/03/01 - 2015/08/31 THREadS: Framework para Sistemas Multi-Tarefa com Reconfiguração Transparente de Hardware
PTDC/EEA-ELC/117329/2010
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
2012/03 - 2015/08 THREadS: Multitask System Framework with Transparent Hardware Reconfiguration
grant.Provided by PTCRIS: 109367
Investigador
Fundação para a Ciência e a Tecnologia
2014/03/01 - 2015/07/31 Infraestrutura automática para computação baseada em RNS
EXPL/EEI-ELC/1572/2013
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
2014/03 - 2015/07 Framework for Automatic RNS-Based Computation
grant.Provided by PTCRIS: 134597
Investigador responsável
Fundação para a Ciência e a Tecnologia
2013/07/01 - 2014/09/30 Uma plataforma de elevado débito para biodetecção magnetoresistiva
EXPL/EEI-ELC/1029/2012
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

INESC Microsistemas e Nanotecnologias, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2013/07 - 2014/09 A high throughput magnetoresistive biodetection platform
grant.Provided by PTCRIS: 128671
Investigador
Fundação para a Ciência e a Tecnologia
2011/03 - 2014/02 NEUROCLINOMICS - Understanding NEUROdegenerative diseases throught CLINical and OMICS data integration
grant.Provided by PTCRIS: 111239
Investigador
Fundação para a Ciência e a Tecnologia
2011/01/01 - 2013/12/31 HELIX: Arquitectura heterogénea com múltiplos núcleos para análise de sequências biológicas
PTDC/EEA-ELC/113999/2009
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
2011/01 - 2013/12 HELIX: Heterogeneous Multi-Core Architecture for Biological Sequence Analysis
grant.Provided by PTCRIS: 113999
Investigador
Fundação para a Ciência e a Tecnologia
2010/01/01 - 2012/12/31 BIOMAGCMOSPLAT - Novo Biochip CMOS Magnético e Novo Sistema de Leitura de Alto Desempenho
PTDC/EEA-ELC/108555/2008
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

INESC Microsistemas e Nanotecnologias, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2010/01 - 2012/12 BIOMAGCMOSPLAT - New Magnetic CMOS Biochip and New High Performance Reading Platform
grant.Provided by PTCRIS: 108555
Investigador
Fundação para a Ciência e a Tecnologia
2009/01/01 - 2012/03/31 Nanoelectrónica para aplicações na indústria automovel (SE2A)
ENIAC/NTec/0002/2008
INESC Microsistemas e Nanotecnologias, Portugal

Instituto de Engenharia de Sistemas e Computadores Inovação, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2009/01 - 2012/03 Nanoelectronics for Safe, Fuel Efficient and Environment Friendly Automotive Solutions (SE2A)
grant.Provided by PTCRIS: 109580
Investigador
Fundação para a Ciência e a Tecnologia
2007/09/01 - 2010/12/31 ICONS- Estimulador Neuronal Intra Cortex Visual
PTDC/EEA-ELC/68972/2006
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

INESC Microsistemas e Nanotecnologias, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2007/07/10 - 2010/12/31 IDeA - Projecto INtegrado para Automação em Anestesia
PTDC/EEA-ACR/69288/2006
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Centro Hospitalar Universitário de Santo António, Portugal

Hospital Geral de Santo António SA, Portugal

Universidade de Trás-os-Montes e Alto Douro, Portugal

Universidade do Porto Faculdade de Ciências, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2007/09 - 2010/12 ICONS- Intracortical Neuronal Stimulator
grant.Provided by PTCRIS: 68972
Investigador
Fundação para a Ciência e a Tecnologia
2007/07 - 2010/12 IDeA - Integrated Design for Automation of Anaesthesia
grant.Provided by PTCRIS: 69288
Investigador
Fundação para a Ciência e a Tecnologia
2005/01/01 - 2008/11/30 AMEP: Processador Adaptativo para Estimação de Movimento em Dispositivos Autónomos baseados na Norma H.264/AVC
POSC/EEA-CPS/60765/2004
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
2005/01/01 - 2008/11/30 Resposta Neuronal da Retina: Modelização Precisa para Sistemas de Visão Artificial
POSC/EEA-CPS/61779/2004
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
2005/01 - 2008/11 Retina Neural Code: Accurate Modelling towards an Artificial Visual System
grant.Provided by PTCRIS: 61779
Investigador responsável
Fundação para a Ciência e a Tecnologia
2005/01 - 2008/11 AMEP: Adaptive H.264/AVC Motion Estimation Processor for Mobile and Battery Supplied Devices
grant.Provided by PTCRIS: 60765
Investigador responsável
Fundação para a Ciência e a Tecnologia
2005/01/01 - 2006/12/31 Biochips Magnetoresistivos para reconhecimento biomolecular
POSC/EEA-ESE/58523/2004
INESC Microsistemas e Nanotecnologias, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2005/01 - 2006/12 Magnetoresistive Biochip Microarray Platform for Biomolecular Recognition
grant.Provided by PTCRIS: 58523
Investigador
Fundação para a Ciência e a Tecnologia
Produções

Publicações

Artigo em conferência
  1. Cavallaro, J.R.; Falcao, G.; Sousa, L.; Sheikh, F.. "Message from the SiPS 2020 Conference Chairs". 2020.
    10.1109/SiPS50750.2020.9195187
  2. Nobre, R.; Ilic, A.; Santander-Jimenez, S.; Sousa, L.. "Exploring the Binary Precision Capabilities of Tensor Cores for Epistasis Detection". 2020.
    10.1109/IPDPS47924.2020.00043
  3. Mentens, N.; Sousa, L.; Trancoso, P.. "Preface". 2020.
    10.1109/FPL50879.2020.00005
  4. Bajard, J.-C.; Eynard, J.; Martins, P.; Sousa, L.; Zucca, V.. "An asymptotically faster version of FV supported on HPR". 2020.
    10.1109/ARITH48897.2020.00020
  5. Martins, P.; Marrez, J.; Bajard, J.-C.; Sousa, L.. "HyPoRes: An Hybrid Representation System for ECC". 2019.
    10.1109/ARITH.2019.00049
  6. Rashidi, L.; Dalili-Yazdi, A.; Entezari-Maleki, R.; Sousa, L.; Movaghar, A.. "Scalable performance analysis of epidemic routing considering skewed location visiting preferences". 2019.
    10.1109/MASCOTS.2019.00029
  7. Gante, J.; Falcão, G.; Sousa, L.. "Enhancing Beamformed Fingerprint Outdoor Positioning with Hierarchical Convolutional Neural Networks". 2019.
    10.1109/ICASSP.2019.8683782
  8. Santander-Jiménez, S.; Vega-Rodríguez, M.A.; Sousa, L.. "Phylogenetic Reconstructions Using an Indicator-Based Bat Algorithm for Multicore Processors". 2019.
    10.1109/BIBM.2018.8621188
  9. Sanchez, G.; Agostini, L.; Sousa, L.; Marcon, C.. "3D-HEVC DMM-1 Parallelism Exploration Targeting Multicore Systems". 2018.
    10.1109/SBCCI.2018.8533252
  10. Vieira, A.; Pratas, F.; Sousa, L.; Ilic, A.. "Accelerating CNN computation: Quantisation tuning and network resizing". 2018.
    10.1145/3295816.3295820
  11. Gante, J.; Falciao, G.; Sousa, L.. "Data-Aided Fast Beamforming Selection for 5G". 2018.
    10.1109/ICASSP.2018.8461461
  12. Gante, J.; Falcao, G.; Sousa, L.. "Beamformed Fingerprint Learning for Accurate Millimeter Wave Positioning". 2018.
    10.1109/VTCFall.2018.8690987
  13. Santander-Jiménez, S.; Vega-Rodríguez, M.A.; Sousa, L.. "Analysis of scheduling policies in metaheuristics for evolutionary biology". 2018.
    10.1145/3235830.3235831
  14. Martins, P.; Sousa, L.. "A stochastic number representation for fully homomorphic cryptography". 2017.
    10.1109/SiPS.2017.8109973
  15. Marques, D.; Duarte, H.; Sousa, L.; Ilic, A.. "Analyzing performance of multi-cores and applications with cache-aware roofline model". 2017.
    10.1109/HPCS.2017.158
  16. Wang, B.; Alvarez-Mesa, M.; Chi, C.C.; Juurlink, B.; De Souza, D.F.; Ilic, A.; Roma, N.; Sousa, L.. "Efficient HEVC decoder for heterogeneous CPU with GPU systems". 2017.
    10.1109/MMSP.2016.7813353
  17. Marques, D.; Duarte, H.; Ilic, A.; Sousa, L.; Belenov, R.; Thierry, P.; Matveev, Z.A.. "Performance analysis with cache-aware roofline model in intel advisor". 2017.
    10.1109/HPCS.2017.150
  18. Wang, H.; Gante, J.; Zhang, M.; Falcao, G.; Sousa, L.; Sinnen, O.. "High-Level Designs of Complex FIR Filters on FPGAs for the SKA". 2017.
    10.1109/HPCC-SmartCity-DSS.2016.0115
  19. Pereira, D.; Ilic, A.; Sousa, L.. "On boosting energy-efficiency of heterogeneous embedded systems via game theory". 2017.
    10.1145/3029580.3029584
  20. Lopes, A.; Pratas, F.; Sousa, L.; Ilic, A.. "Exploring GPU performance, power and energy-efficiency bounds with Cache-Aware Roofline Modeling". 2017.
    10.1109/ISPASS.2017.7975297
  21. Chen, M.; Lei, Y.; Sousa, L.; Zhao, Y.. "Message from the Program Committee Chairs". 2017.
    10.1109/BigMM.2017.5
  22. Gentilal, M.; Martins, P.; Sousa, L.. "TrustZone-backed bitcoin wallet". 2017.
    10.1145/3031836.3031841
  23. De Souza, D.F.; Ilic, A.; Roma, N.; Sousa, L.. "GPU acceleration of the HEVC decoder inter prediction module". 2016.
    10.1109/GlobalSIP.2015.7418397
  24. Martins, P.; Sousa, L.; Chawan, P.. "Featuring Immediate Revocation in Mikey-Sakke (FIRM)". 2016.
    10.1109/ISM.2015.101
  25. Chen, M.; Sousa, L.; Tian, Y.. "Message from Program Committee Chairs". 2016.
    10.1109/ISM.2015.5
  26. Pettenghi, H.; Sousa, L.; Ambrose, J.A.. "Novel methodology to improve Multi-moduli architectures for Binary-to-RNS conversion". 2016.
    10.1109/DCIS.2015.7388556
  27. Zarandi, A.A.E.; Molahosseini, A.S.; Sousa, L.; Hosseinzadeh, M.; Navi, K.. "Area-delay-power-aware adder placement method for RNS reverse converter design". 2016.
    10.1109/LASCAS.2016.7451050
  28. Momcilovic, S.; Roma, N.; Sousa, L.; Milentijevic, I.. "Run-Time Machine Learning for HEVC/H.265 Fast Partitioning Decision". 2016.
    10.1109/ISM.2015.70
  29. Gaspar, F.; Tanica, L.; Tomas, P.; Ilic, A.; Sousa, L.. "Attaining performance fairness in big.LITTLE systems". 2015.
  30. Dias, T.; Roma, N.; Sousa, L.. "High performance IP core for HEVC quantization". 2015.
    10.1109/ISCAS.2015.7169275
  31. Matutino, P.M.; Chaves, R.; Sousa, L.. "ROM-less RNS-to-binary converter moduli {22n-1, 22n + 1, 2n-3, 2n + 3}". 2015.
    10.1109/ISICIR.2014.7029521
  32. De Souza, D.F.; Ilic, A.; Roma, N.; Sousa, L.. "Towards GPU HEVC intra decoding: Seizing fine-grain parallelism". 2015.
    10.1109/ICME.2015.7177515
  33. Kuan, L.; Sousa, L.; Tomas, P.. "Accelerating Phylogenetic Inference on Heterogeneous OpenCL Platforms". 2015.
    10.1109/Trustcom.2015.635
  34. Martins, P.; Sousa, L.; Eynard, J.; Bajard, J.-C.. "Programmable RNS lattice-based parallel cryptographic decryption". 2015.
    10.1109/ASAP.2015.7245723
  35. De Souza, D.F.; Ilic, A.; Roma, N.; Sousa, L.. "HEVC in-loop filters GPU parallelization in embedded systems". 2015.
    10.1109/SAMOS.2015.7363667
  36. Pettenghi, H.; Sousa, L.. "RNS reverse converters based on the new Chinese Remainder Theorem i". 2015.
    10.1109/ISCAS.2015.7168762
  37. Martins, P.; Sousa, L.. "Stretching the limits of programmable embedded devices for public-key cryptography". 2015.
    10.1145/2694805.2694809
  38. De Souza, D.F.; Roma, N.; Sousa, L.. "Cooperative CPU+GPU deblocking filter parallelization for high performance HEVC video codecs". 2014.
    10.1109/ICASSP.2014.6854552
  39. Andrade, J.; Pratas, F.; Falcao, G.; Silva, V.; Sousa, L.. "Combining flexibility with low power: Dataflow and wide-pipeline LDPC decoding engines in the Gbit/s era". 2014.
    10.1109/ASAP.2014.6868671
  40. De Souza, D.F.; Roma, N.; Sousa, L.. "Opencl parallelization of the HEVC de-quantization and inverse transform for heterogeneous platforms". 2014.
  41. Momcilovic, S.; Ilic, A.; Roma, N.; Sousa, L.. "Collaborative inter-prediction on CPU+GPU systems". 2014.
    10.1109/ICIP.2014.7025245
  42. Martins, J.C.; Caeiro, J.J.; Sousa, L.A.. "Nonlinear system identification using constellation based multiple model adaptive estimators". 2014.
  43. Gaspar, F.; Ilic, A.; Tomás, P.; Sousa, L.. "Performance-aware task management and frequency scaling in embedded systems". 2014.
    10.1109/SBAC-PAD.2014.14
  44. Martins, P.; Sousa, L.. "On the evaluation of multi-core systems with SIMD engines for public-key cryptography". 2014.
    10.1109/SBAC-PADW.2014.10
  45. Ilic, A.; Momcilovic, S.; Roma, N.; Sousa, L.. "FEVES: Framework for efficient parallel video encoding on heterogeneous systems". 2014.
    10.1109/ICPP.2014.11
  46. D'Huys, T.; Momcilovic, S.; Pratas, F.; Sousa, L.. "Reconfigurable data flow engine for HEVC motion estimation". 2014.
    10.1109/ICIP.2014.7025244
  47. Pettenghi, H.; Ambrose, J.A.; Chaves, R.; Sousa, L.. "Method for designing multi-channel RNS architectures to prevent power analysis SCA". 2014.
    10.1109/ISCAS.2014.6865614
  48. Falcao, G.; Andrade, J.; Silva, V.; Yamagiwa, S.; Sousa, L.. "Stressing the BER simulation of LDPC codes in the error floor region using GPU clusters". 2013.
  49. Dias, T.; Roma, N.; Sousa, L.. "High performance multi-standard architecture for DCT computation in H.264/AVC High Profile and HEVC codecs". 2013.
  50. Antao, S.; Sousa, L.. "An RNS-based architecture targeting hardware accelerators for modular arithmetic". 2013.
    10.1109/ICASSP.2013.6638120
  51. Pratas, F.; Andrade, J.; Falcao, G.; Silva, V.; Sousa, L.. "Open the Gates: Using High-level Synthesis towards programmable LDPC decoders on FPGAs". 2013.
    10.1109/GlobalSIP.2013.6737141
  52. 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
  53. Mendoza, E.; Aular, J.; Sousa, L.. "Optimizing horizontal-well hydraulic-fracture spacing in the Eagle Ford formation, Texas". 2011.
  54. Sousa Jr., L.C.; Santos, E.S.R.; Ferreira, F.H.. "Geomechanical data acquisition and modeling applied to an offshore sandstone petroleum reservoir". 2010.
  55. Pereira, L.C.; Costa, A.M.; Sousa Jr., L.C.; Amaral, C.S.; Souza, A.L.S.; Falcão, F.O.L.; Portella, F.A.; et al. "Specialist program for injection pressure limits considering fault reactivation criteria". 2010.
  56. Mendes, R.A.; Costa, A.M.; Sousa Jr., L.C.; Pereira, L.C.; Oliveira, M.F.F.. "Risks and mitigation problems in a CO2 injection project for a petroleum onshore field in Brazil". 2010.
  57. Cardoso, F.A.; Germano, J.; Martins, V.C.; Cardoso, S.; Sousa, L.A.; Piedade, M.S.; Freitas, P.P.. "Integrated magnetoresistive platform for biomolecular recognition". 2009.
  58. Momcilovic, S.; Sousa, L.. "A parallel algorithm for advanced video motion estimation on multicore architectures". 2008.
    10.1109/CISIS.2008.86
  59. Yamagiwa, S.; Sousa, L.. "Design and implementation of a tool for modeling and programming deadlock free meta-pipeline applications". 2008.
    10.1109/IPDPS.2008.4536121
  60. Roma, N.; Sousa, L.. "Fully compressed-domain transcoder for PIP/PAP video composition". 2007.
  61. Costa, B.A.; Lemos, J.M.; Piedade, M.S.; Sousa, L.; Almeida, T.; Germano, J.; Freitas, P.; Ferreira, H.; Cardoso, F.. "Temperature modelling of a biochip for DNA analysis". 2006.
    10.1109/MED.2006.328787
  62. Chaves, R.; Sousa, L.. "RDSP: A RISC DSP based on residue number system". 2003.
  63. Salvado, J.; Sousa, L.. "Video coding by using the 3D zero-tree approach in the wavelet transform domain". 2002.
    10.1109/ICDSP.2002.1028183
  64. Sinnen, O.; Sousa, L.. "Comparison of contention aware list scheduling heuristics for cluster computing". 2001.
    10.1109/ICPPW.2001.951976
Artigo em revista
  1. Leonel Sousa. "Nonconventional Computer Arithmetic Circuits, Systems and Applications". IEEE Circuits and Systems Magazine (2021): https://doi.org/10.1109/MCAS.2020.3027425.
    10.1109/MCAS.2020.3027425
  2. Joao Gante; Leonel Sousa; Gabriel Falcao. "Dethroning GPS: Low-Power Accurate 5G Positioning Systems Using Machine Learning". IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 2 (2020): 240-252. https://doi.org/10.1109/JETCAS.2020.2991024.
    10.1109/JETCAS.2020.2991024
  3. Gustavo Sanchez; Ramon Fernandes; Rodrigo Cataldo; Luciano Agostini; Leonel Sousa; Cesar Marcon. "Multicore Parallelism Exploration Targeting 3D-HEVC Intra-Frame Prediction". IEEE Design & Test 37 3 (2020): 15-21. https://doi.org/10.1109/MDAT.2019.2952342.
    10.1109/MDAT.2019.2952342
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  5. João Gante; Gabriel Falcão; Leonel Sousa. "Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G". Neural Processing Letters 51 1 (2020): 487-514. https://doi.org/10.1007/s11063-019-10073-1.
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  6. Paulo Martins; Leonel Sousa. "The Role of Non-Positional Arithmetic on Efficient Emerging Cryptographic Algorithms". IEEE Access 8 (2020): 59533-59549. https://doi.org/10.1109/ACCESS.2020.2983020.
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  7. Jean-Claude Bajard; Paulo Martins; Leonel Sousa; Vincent Zucca. "Improving the Efficiency of SVM Classification With FHE". IEEE Transactions on Information Forensics and Security 15 (2020): 1709-1722. https://doi.org/10.1109/TIFS.2019.2946097.
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  8. Sergio Santander-Jimenez; Miguel A. Vega-Rodriguez; Leonel Sousa. "Inter-Algorithm Multiobjective Cooperation for Phylogenetic Reconstruction on Amino Acid Data". IEEE Transactions on Cybernetics (2020): 1-15. https://doi.org/10.1109/TCYB.2020.2995464.
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  9. Sanchez, G.; Agostini, L.; Sousa, L.; Marcon, C.. "Parallelism exploration for 3D high-efficiency video coding depth modeling mode one". Journal of Real-Time Image Processing 17 4 (2020): 787-797. http://www.scopus.com/inward/record.url?eid=2-s2.0-85053490710&partnerID=MN8TOARS.
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  10. Dario Baptista; Leonel Sousa; Fernando Morgado-Dias. "Raising the Abstraction Level of a Deep Learning Design on FPGAs". IEEE Access 8 (2020): 205148-205161. https://doi.org/10.1109/ACCESS.2020.3036975.
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  11. Marques, D.; Ilic, A.; Matveev, Z.A.; Sousa, L.. "Application-driven Cache-Aware Roofline Model". Future Generation Computer Systems 107 (2020): 257-273. http://www.scopus.com/inward/record.url?eid=2-s2.0-85079063804&partnerID=MN8TOARS.
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  15. Gonçalves, F.; Santander-Jiménez, S.; Sousa, L.; Granado-Criado, J.M.; Ilic, A.. "Parallel evolutionary computation for multiobjective gene interaction analysis". Journal of Computational Science 40 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85077078692&partnerID=MN8TOARS.
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  17. Nicolas Denoyelle; Brice Goglin; Aleksandar Ilic; Emmanuel Jeannot; Leonel Sousa. "Modeling Non-Uniform Memory Access on Large Compute Nodes with the Cache-Aware Roofline Model". IEEE Transactions on Parallel and Distributed Systems 30 6 (2019): 1374-1389. https://doi.org/10.1109/TPDS.2018.2883056.
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  18. Sergio Santander-Jiménez; Miguel A. Vega-Rodríguez; Leonel Sousa. "A multiobjective adaptive approach for the inference of evolutionary relationships in protein-based scenarios". Information Sciences 485 (2019): 281-300. https://doi.org/10.1016/j.ins.2019.02.020.
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  19. Sergio Santander-Jiménez; Miguel A. Vega-Rodríguez; Jorge Vicente-Viola; Leonel Sousa. "Comparative assessment of GPGPU technologies to accelerate objective functions: A case study on parsimony". Journal of Parallel and Distributed Computing 126 (2019): 67-81. https://doi.org/10.1016/j.jpdc.2018.12.006.
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  22. El Kassem, N.; Chen, L.; El Bansarkhani, R.; El Kaafarani, A.; Camenisch, J.; Hough, P.; Martins, P.; Sousa, L.. "More efficient, provably-secure direct anonymous attestation from lattices". Future Generation Computer Systems 99 (2019): 425-458. http://www.scopus.com/inward/record.url?eid=2-s2.0-85065479160&partnerID=MN8TOARS.
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  207. Sinnen, O.; Sousa, L.. "On Task Scheduling Accuracy: Evaluation Methodology and Results". Journal of Supercomputing 27 2 (2004): 177-194. http://www.scopus.com/inward/record.url?eid=2-s2.0-0742307479&partnerID=MN8TOARS.
    10.1023/B:SUPE.0000009321.92150.64
  208. Chaves, R.; Sousa, L.. "{2n + 1, 2n+k, 2n - 1}: A new RNS moduli set extension". Proceedings of the EUROMICRO Systems on Digital System Design, DSD 2004 (2004): 210-217. http://www.scopus.com/inward/record.url?eid=2-s2.0-13944271397&partnerID=MN8TOARS.
    10.1109/DSD.2004.1333279
  209. Ferreira, K.; Yamagiwa, S.; Sousa, L.; Aoki, K.; Wada, K.; Campos, L.M.. "Distributed shared memory system based on the Maestro2 high performance cluster network". Proceedings - ISPDC 2004: Third International Symposium on Parallel and Distributed Computing/HeteroPar '04: Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Hete (2004): 91-96. http://www.scopus.com/inward/record.url?eid=2-s2.0-19644384917&partnerID=MN8TOARS.
    10.1109/ISPDC.2004.19
  210. Yamagiwa, S.; Ferreira, K.; Campos, L.M.; Aoki, K.; Ono, M.; Wada, K.; Fukuda, M.; Sousa, L.. "On the performance of maestro2 high performance network equipment, using new improvement techniques". IEEE International Performance, Computing and Communications Conference, Proceedings 23 (2004): 103-110. http://www.scopus.com/inward/record.url?eid=2-s2.0-2442570858&partnerID=MN8TOARS.
  211. Aoki, K.; Yamagiwa, S.; Ferreira, K.; Campos, L.M.; Ono, M.; Wada, K.; Sousa, L.. "Maestro2: High speed network technology for high performance computing". IEEE International Conference on Communications 2 (2004): 1033-1037. http://www.scopus.com/inward/record.url?eid=2-s2.0-4143138886&partnerID=MN8TOARS.
  212. Pelayo, F.; Martínez, A.; Morillas, C.A.; Romero, S.; Sousa, L.; Tomás, P.. "Retina-like processing and coding platform for cortical neuro-stimulation". Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings 3 (2003): 2023-2026. http://www.scopus.com/inward/record.url?eid=2-s2.0-1542649546&partnerID=MN8TOARS.
  213. Sousa, L.; Tomás, P.; Pelayo, F.; Martinez, A.; Morillas, C.A.; Romero, S.. "A FPL bioinspired visual encoding system to stimulate cortical neurons in real-time". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2778 (2003): 691-700. http://www.scopus.com/inward/record.url?eid=2-s2.0-35248851589&partnerID=MN8TOARS.
  214. Sousa, L.A.. "Algorithm for modulo (2n + 1) multiplication". Electronics Letters 39 9 (2003): 752-754. http://www.scopus.com/inward/record.url?eid=2-s2.0-0038734409&partnerID=MN8TOARS.
    10.1049/el:20030467
  215. Sinnen, O.; Sousa, L.. "Experimental Evaluation of Task Scheduling Accuracy: Implications for the Scheduling Model". IEICE Transactions on Information and Systems E86-D 9 (2003): 1620-1627. http://www.scopus.com/inward/record.url?eid=2-s2.0-1642360785&partnerID=MN8TOARS.
  216. Roma, N.; Dias, T.; Sousa, L.. "Customisable core-based architectures for real-time motion estimation on FPGAs". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2778 (2003): 745-754. http://www.scopus.com/inward/record.url?eid=2-s2.0-35248814415&partnerID=MN8TOARS.
  217. Roma, N.; Sousa, L.. "Automatic synthesis of motion estimation processors based on a new class of hardware architectures". Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology 34 3 (2003): 277-290. http://www.scopus.com/inward/record.url?eid=2-s2.0-0038353880&partnerID=MN8TOARS.
    10.1023/A:1023204620405
  218. Roma, N.; Sousa, L.. "Fast transcoding architectures for insertion of non-regular shaped objects in the compressed DCT-domain". Signal Processing: Image Communication 18 8 SPEC. (2003): 659-683. http://www.scopus.com/inward/record.url?eid=2-s2.0-0042328300&partnerID=MN8TOARS.
    10.1016/S0923-5965(03)00058-4
  219. Roma, N.; Sousa, L.. "Efficient and configurable full-search block-matching processors". IEEE Transactions on Circuits and Systems for Video Technology 12 12 (2002): 1160-1167. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036995762&partnerID=MN8TOARS.
    10.1109/TCSVT.2002.806818
  220. Roma, N.; Sousa, L.. "Parameterizable hardware architectures for automatic synthesis of motion estimation processors". IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation (2001): 428-439. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035157418&partnerID=MN8TOARS.
  221. Roma, Nuno; Sousa, Leonel. "In the development and evaluation of specialized processors for computing high-order 2-D image moments in real-time". Computer Architectures for Machine Perception, Proceedings (CAMP) (2000): 170-179. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033696905&partnerID=MN8TOARS.
  222. Sousa, L.A.. "General method for eliminating redundant computations in video coding". Electronics Letters 36 4 (2000): 306-307. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033907536&partnerID=MN8TOARS.
    10.1049/el:20000272
  223. Sousa, Leonel Augusto. "Applying conditional processing to design low-power array processors for motion estimation". IEEE International Conference on Image Processing 2 (1999): 769-773. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033326461&partnerID=MN8TOARS.
  224. Sousa, L.A.. "Bidirectional systolic arrays for digital recursive filters". Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems 3 (1998): 499-502. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032271510&partnerID=MN8TOARS.
  225. Sousa, L.A.; Piedade, M.S.. "New orthogonal multiprocessor and its application to image processing". Proceedings of the International Conference on High Performance Computing, HiPC (1997): 511-516. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031374346&partnerID=MN8TOARS.
  226. Sousa, Leonel; Caeiro, Jose; Piedade, Moises. "An advanced architecture for image processing and analysis". Proceedings - IEEE International Symposium on Circuits and Systems 1 (1991): 77-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-0026394063&partnerID=MN8TOARS.
  227. Sousa, Leonel A.; Piedade, Moises S.; Caeiro, JoseJ.. "A high performance image processing system". Proceedings - IEEE International Symposium on Circuits and Systems 1 (1990): 751-754. http://www.scopus.com/inward/record.url?eid=2-s2.0-0025664186&partnerID=MN8TOARS.
Livro
  1. Nobre, R.; Santander-Jiménez, S.; Sousa, L.; Ilic, A.. Accelerating 3-Way Epistasis Detection with CPU+GPU Processing. 2020.
    10.1007/978-3-030-63171-0_6
  2. Campos, R.; Marques, D.; Santander-Jiménez, S.; Sousa, L.; Ilic, A.. Heterogeneous CPU+iGPU processing for efficient epistasis detection. 2020.
    10.1007/978-3-030-57675-2_38
  3. EL Kassem, N.; Fiolhais, L.; Martins, P.; Chen, L.; Sousa, L.. A Lattice-Based Enhanced Privacy ID. 2020.
    10.1007/978-3-030-41702-4_2
  4. Santander-Jiménez, S.; Vega-Rodríguez, M.A.; Sousa, L.. Analysis of MOEA/D Approaches for Inferring Ancestral Relationships. 2019.
    10.1007/978-3-030-29859-3_15
  5. Denoyelle, N.; Goglin, B.; Ilic, A.; Jeannot, E.; Sousa, L.. Modeling large compute nodes with heterogeneous memories with cache-aware roofline model. 2018.
    10.1007/978-3-319-72971-8_5
  6. Serrano, E.; Ilic, A.; Sousa, L.; Garcia-Blas, J.; Carretero, J.. Cache-Aware Roofline Model and Medical Image Processing Optimizations in GPUs. 2018.
    10.1007/978-3-030-02465-9_36
  7. Bajard, J.-C.; Eynard, J.; Hasan, A.; Martins, P.; Sousa, L.; Zucca, V.. Efficient reductions in cyclotomic rings - application to ring-LWE based FHE schemes. 2018.
    10.1007/978-3-319-72565-9_8
  8. Martins, P.; Sousa, L.. Enhancing data parallelism of fully homomorphic encryption. 2017.
    10.1007/978-3-319-53177-9_10
  9. Martins, P.; Sousa, L.. Hpc on the intel xeon phi: Homomorphic word searching. 2017.
    10.1007/978-3-319-61982-8_9
  10. Roma, N.; Rodrigues, A.; Sousa, L.. Parallel Programming Framework for H.264/AVC Video Encoding in Multicore Systems. 2017.
    10.1002/9781119332015.ch14
  11. Yamagiwa, S.; Falcao, G.; Wada, K.; Sousa, L.. Stream-based parallel computing methodology and development environment for high performance manycore accelerators. 2015.
  12. 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
  13. Taniça, L.; Ilic, A.; Tomás, P.; Sousa, L.. Schedmon: A performance and energy monitoring tool for modern multi-cores. 2014.
  14. Kuan, L.; Tomás, P.; Sousa, L.. Finite-difference in time-domain scalable implementations on CUDA and openCL. 2014.
    10.1007/978-3-319-06548-9_11
  15. Clarke, D.; Ilic, A.; Lastovetsky, A.; Rychkov, V.; Sousa, L.; Zhong, Z.. Design and Optimization of Scientific Applications for Highly Heterogeneous and Hierarchical HPC Platforms Using Functional Computation Performance Models. 2014.
    10.1002/9781118711897.ch13
  16. Ilic, A.; Sousa, L.. Efficient Multilevel Load Balancing on Heterogeneous CPU + GPU Systems. 2014.
    10.1002/9781118711897.ch14
  17. Ilic, A.; Pratas, F.; Trancoso, P.; Sousa, L.. High-performance computing on heterogeneous systems: Database queries on cpu and gpu. 2011.
    10.3233/978-1-60750-803-8-202
  18. Roma, N.; Dias, T.; Sousa, L.. Customizable and reduced hardware motion estimation processors. 2005.
    10.1007/1-4020-3128-9_5
  19. 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
  20. Sinnen, O.; Sousa, L.. Scheduling task graphs on arbitrary processor architectures considering contention. 2001.
  21. Sinnen, O.; Sousa, L.. Exploiting unused time slots in list scheduling considering communication contention. 2001.
  22. Sousa, L.; Sinnen, O.. Synchronous non-local image processing on orthogonal multiprocessor systems. 2001.
  23. Sinnen, O.; Sousa, L.. A platform independent parallelising tool based on graph theoretic models. 2001.
Atividades

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2015/06/01 - 2019/12/20 Arithmetic and Algorithms for Emerging Cryptography
Orientador de Paulo Sérgio Alves Martins
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014/01/02 - 2018/12/24 GHEVC: An Efficient HEVC Decoder for Graphics Processing Units
Orientador de Diego Felix de Souza
Universidade de Lisboa Instituto Superior Técnico, Portugal
2012/01/03 - 2016/07/27 Exploiting parallel heterogeneous systems for scientific computations
Coorientador de Lidia Kuan
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011/01/04 - 2015/07/30 Residue Number Systems - Efficient Architectures and Circuits
Coorientador de Pedro Miguel Florindo Miguens Matutino
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011/01/04 - 2015/06 High performance and scalable unified architectures for transform and quantization in H.264/AVC video codecs
Coorientador de Tiago M Dias
Universidade de Lisboa Instituto Superior Técnico, Portugal
2009/10/06 - 2014/02/28 Heterogeneous Systems: Load Balancing and Performance Modeling
Orientador de Aleksandar Ilic
Universidade de Lisboa Instituto Superior Técnico, Portugal
2009/12/01 - 2013/12/23 High-performance and Embedded Systems for Cryptography
Orientador de Samuel Freitas Antão
Universidade de Lisboa Instituto Superior Técnico, Portugal
2008/12/01 - 2013/12 Computational Models, Neuronal Metrics and System Identification in Bioelectronic Vision
Orientador de João Carlos Silva Martins
Universidade de Lisboa Instituto Superior Técnico, Portugal
2008/12/01 - 2012/12/21 Stream-based computing and fine-grained parallelism: From algorithms to reconfigurable hardware
Orientador de Frederico Pratas
Universidade de Lisboa Instituto Superior Técnico, Portugal
2006/09/04 - 2011/12/06 Parallel Algorithms and Architectures for LDPC Decoding
Orientador de Gabriel Falcão
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2007/01/04 - 2011/11/02 A Hand-held Microsystem for Biological Analysis: Electronics, Signal Acquisition and Processing for Information Extraction
Orientador de José Germano
Universidade de Lisboa Instituto Superior Técnico, Portugal
2007/01/04 - 2011/07/29 Optimized Digital Clock and Data Recovery Architectures
Orientador de José Angelo Rebelo Sarmento
Universidade de Lisboa Instituto Superior Técnico, Portugal
2007/01/04 - 2011/06/05 Parallel Video Coding on Multi-Core Platforms
Orientador
Universidade de Lisboa Instituto Superior Técnico, Portugal
2005/01/03 - 2009/03/04 Neural Code: Tunning and Assessment of Retina Models
Orientador
Universidade de Lisboa Instituto Superior Técnico, Portugal
2004/01/05 - 2008/05/30 Transform Domain Transcoding Systems for Static and Dynamic Video Composition
Orientador de Nuno Roma
Universidade de Lisboa Instituto Superior Técnico, Portugal
2003/01/06 - 2007/12/21 Secure Computing on Reconfigurable Systems
Orientador de Ricardo Chaves
Universidade de Lisboa Instituto Superior Técnico, Portugal
1998/12/07 - 2003/12/19 Accurate Task Scheduling for Parallel Systems
Orientador
Universidade de Lisboa Instituto Superior Técnico, Portugal
Distinções

Prémio

2022 Prémios Científicos Universidade de Lisboa/Caixa Geral de Depósitos, áreas de Engenharia Eletrotécnica e Engenharia Aeroespacial (Aviónica)
Universidade de Lisboa, Portugal

Caixa Geral de Depositos, Portugal
2020 IEEE Transactions on Computers Award for Editorial Service and Excellence for the role as Associate Editor
IEEE Computer Society, Estados Unidos
2020 Best Paper Award Runner-up IEEE Intern. Parallel & Distributed Processing Symposium (IPDPS)
IEEE Computer Society, Estados Unidos
2017 Best Associate Editor IEEE Transactions on Circuits and Systems for Video Technology
IEEE, Estados Unidos

Título

2015 ACM Distinguished Scientist (members who have made outstanding contributions to the computing field)

Outra distinção

2020 Appointed Senior Associate Editor of the Journal on Emerging and Selected Topics in Circuits and Systems
IEEE Circuits and Systems Society, Estados Unidos
2018 Appointed Associate Editor of the Transactions on Computers
IEEE Computer Society, Estados Unidos
2016 Honorable mention for the number and the impact of the publications (2011-15)
2016 Elected to the Technical Committee on Design and Implementation of Signal Processing Systems (DISPS TC)
IEEE, Estados Unidos
2015 Appointed Associated Editor of the Electronics Letters
Institute of Engineering and Technology, Índia
2014 Elected to the IEEE Technical Committee on VLSI Systems & Applications (VSA-TC)
IEEE, Estados Unidos
2014 Appointed Associated Editor of the Transactions on Multimedia
IEEE, Estados Unidos
2014 Appointed Associated Editor of the Transactions on Circuits and Systems for Video Technology
IEEE, Estados Unidos
2014 Appointed Editor-in-Chief of the Journal on Embedded Systems
2013 Fellow of the IET
2013 Best Paper Award
2013 HiPEAC Award for the paper "Accelerating the Computation of Induced Dipoles for Molecular Mechanics with Dataflow Engines", IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'13), Seattle, Washington, Abril de 2013
2013 Appointed Associated Editor of the Journal of Real-Time Image Processing (JRTIP)
2011 Stamatis Vassiliadis' Best Paper Award
2010 Best Poster Award
2009 HiPEAC Award for the paper "Compact and Flexible Microcoded Elliptic Curve Processor for Reconfigurable Devices", IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'09), Napa, California, Abril de 2009
2009 Honorable mention for the number and the impact of the publications (2004-08)
2009 Best INESC-ID Researcher (2008-2009)
2009 Elevated to Senior Member
2007 Honorable mention for the number and the impact of the publications (2002-06)
2006 Co-author of one of the best student papers in 2004 (paper in IEEE ICC'04)
2004 Award Prof. Luís Vidigal, supervisor of the best final year graduation work in ECE and ICT at IST
2003 Senior member - professional recognition for technical and professional excellence