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IT Member Profile

... Felipe Maia Galvão França

Researcher

Felipe França

Academic position: Researcher
Joining date: 06-06-2022
Roles in IT: Researcher
Thematic Line: Networks and Services
Group: Networked Systems – Po

Email: Send Email
Address: IT Branch – Porto
Rua Dr Roberto Frias
Porto
4200-465
Tel: 220413243
Fax:

ORCID iD
https://www.orcid.org/0000-0002-8980-6208

RESEARCHER IDSCOPUSCienciaID

Scientific Achievements

  • PhD, Imperial College of London, 19-10-1994
  • MSc, Universidade Federal do Rio de Janeiro, 30-03-1987
  • Licenciatura, Universidade Federal do Rio de Janeiro, 04-08-1982
1Papers in Journals
  • L. Villon, Z. Susskind, A. Bacellar, I. Miranda, L. Araujo, P. Lima, M. Jr, L. John, F. França, D. Dutra, A conditional branch predictor based on weightless neural networks, Neurocomputing, Vol. 555, No. 1, pp. 126637 - 126637, October, 2023,
    | Abstract     | BibTex
12Papers in Conferences
  • G. Souza, F. França, P. Lima, Sun Tracking using a Weightless Q-Learning Neural Network, European Symp. on Artificial Neural Networks - ESANN, Bruges, Belgium, October, 2023,
    | Abstract     | BibTex
  • L. Filho, F. França, P. Lima, WiSARD-based Ensemble Learning, European Symp. on Artificial Neural Networks - ESANN, Bruges, Belgium, Vol., pp. -, October, 2023,
    | Abstract     | BibTex
  • I. Miranda, A. Arora, Z. Susskind, J. Souza, M. Jadhao, L. Villon, D. Dutra, P. Lima, F. França, M. Jr., L. John, COIN: Combinational Intelligent Networks, IEEE International Conf. on Application-specific Systems, Architectures and Processors - ASAP, New York, United States, Vol., pp. -, July, 2023,
    | Abstract     | BibTex
  • M. Hussain, F. França, A. Aguiar, Context-Aware Reinforcement Learning for Supporting WiFi Connectivity for Vehicles, Rede Temática de Comunicações Móveis, Aveiro, Portugal, July, 2023 | BibTex
  • R. Mello Jr, G. Paillard, L. ́jo, P. Diniz, F. França, GSink - A Runtime for Gamma Programs and its CGRA Mapping Proposal, IEEE International Parallel and Distributed Processing Symposium Workshops IPDPSW, St. Petersburg, United States, Vol., pp. -, May, 2023,
    | Abstract     | Full text (PDF 178 KBs) | BibTex
  • M. Hussain, F. França, A. Aguiar, Context-Aware Reinforcement Learning for Supporting WiFi Connectivity for Connected Vehicles, IEEE Vehicular Networking Conference VNC, Istambul, Turkey, Vol., pp. -, April, 2023,
    | Abstract     | BibTex
  • Z. Susskind, A. Arora, A. Bacellar, D. Dutra, I. Miranda, M. Breternitz Jr, P. Lima, F. França, L. John, An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection, ACM/SIGDA International Symposium on Field Programmable Gate Arrays FPGA, Monterrey, CA, United States, February, 2023,
    | Abstract     | BibTex
  • L. Villon, Z. Susskind, A. Bacellar, I. Miranda, L. Araujo, P. Lima, M. Jr., L. John, F. França, D. Dutra, A WiSARD-based conditional branch predictor, European Symp. on Artificial Neural Networks - ESANN, Bruges, Belgium, Vol. 1, pp. 1 - 6, October, 2022,
    | Abstract     | BibTex
  • A. Bacellar, Z. Susskind, L. Villon, I. Miranda, L. Araujo, D. Dutra, M. Jr., L. John, P. Lima, F. França, Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks, European Symp. on Artificial Neural Networks - ESANN, Bruges, Belgium, Vol. 1, pp. 1 - 6, October, 2022,
    | Abstract     | BibTex
  • Z. Susskind, A. Bacellar, A. Arora, L. Villon, R. Mendanha, L. ́jo, D. Dutra, P. Lima, F. França, I. Miranda, M. Breternitz Jr., L. John, Pruning Weightless Neural Networks, European Symp. on Artificial Neural Networks - ESANN, Bruges, Belgium, October, 2022,
    | Abstract     | BibTex
  • Z. Susskind, I. Miranda, L. Villon, L. ́jo, D. Dutra, P. Lima, F. França, M. Breternitz Jr., L. John, Weightless Neural Networks for Efficient Edge Inference, ACM/IEEE/IFIP International Conference on Parallel Architectures and Compilation Techniques PACT, Chicago, United States, October, 2022,
    | Abstract     | BibTex
  • I. Miranda, A. Arora, Z. Susskind, L. Villon, R. Katopodis, D. Dutra, L. ́jo, P. Lima, F. França, L. John, M. Breternitz Jr, LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks, IEEE International Conf. on Application-specific Systems, Architectures and Processors - ASAP, Gothenburg, Sweden, Vol., pp. 19 - 26, July, 2022,
    | Abstract     | BibTex

Closed Projects1

Acronym Name Funding Agency Start date Ending date
FLOYD 5G/SDN Intelligent Systems For LOw latencY V2X communications in cross-Domain mobility FCT/COMPETE/FEDER, FCT/ CMU 02-01-2021 30-06-2023
4Conference Committees
  • International Conference on Intelligent Data Engineering and Automated Learning IDEAL, Scientific Committee, 2023
  • European Symp. on Artificial Neural Networks - ESANN, Scientific Committee, 2023
  • International Conference on Intelligent Data Engineering and Automated Learning IDEAL, Technical Programme Committee, 2022
  • European Symp. on Artificial Neural Networks - ESANN, Scientific Committee, 2022
4Refereeing Journals
  • Journal of Parallel and Distributed Computing
    2023, 1 review(s); 2022, 1 review(s);
  • IEEE Access
    2022, 1 review(s);
  • RAIRO - Operations Research
    2023, 1 review(s); 2022, 1 review(s);
  • IEEE Micro
    2022, 1 review(s);
5Refereeing Conferences
  • International Symposium on Computer Architecture and High Performance Computing SBAC-PAD
    2022, 1 review(s);
  • International Conference on Intelligent Data Engineering and Automated Learning IDEAL
    2023, 1 review(s); 2022, 1 review(s);
  • IEEE World Congress on Computational Intelligence - WCCI
    2022, 1 review(s);
  • IEEE International Symp. on a World of Wireless, Mobile and Multimedia Networks - WoWMoM
    2023, 1 review(s);
  • European Symp. on Artificial Neural Networks - ESANN
    2023, 1 review(s);
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