Supervisions

PhD Theses

PhD Theses: 3

2020

Advisors: Leonel Sousa and Gabriel Falcão, Universidade de Coimbra
The Interplay Between Positioning and Beamforming in Millimeter Wave Communications
PhD Thesis, Nov. 2020 [bibTex]
Advisors: Pedro Tomás and Nuno Roma
DVFS Modeling for Energy-Efficient GPU Computing
PhD Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jun. 2020 [bibTex]
Advisors: Nuno Roma and Marcelo Porto
Exploração de Computação Aproximada no Projeto de Hardware Dedicado de Baixo Consumo para a Codificação de Vídeo em Dispositivos Móveis
PhD Thesis at Universidade Federal de Pelotas (Brasil), Apr. 2020 [bibTex]

MSc Theses

MSc Theses: 35

2021

Advisors: Pedro Tomás and Nuno Roma
Automatic detection of forest fires: a deep learning approach
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Dec. 2021 [bibTex]
Advisors: Nuno Roma and Vítor Manuel de Mira França
Bring Your Own Token
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2021 [bibTex]
Advisors: Paolo Romano
Debunking the CPU+GPU Processing with Transactional Memory
MSc Thesis, Nov. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
Supporting Posits in Deep Learning Frameworks: A PyTorch Implementation
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
Vector Multiply-Accumulate Unit for Transprecision Computing
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2021 [bibTex]
(Wearable) IoT System for People and Environment Monitoring
MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
Advisors: Luis Guerra e Silva and Ricardo Reis
Faster than Real Time Processing of Aircraft Dynamic Model: Towards Enhanced Airborne Decision Making
MSc Thesis, Sep. 2021 [bibTex]
Floating-point unit with variable exponent/mantissa size
MSc Thesis, Sep. 2021 [bibTex]
Otimização de Métodos Monte-Carlo na Resolução de Sistemas Lineares de Grande Escala
MSc Thesis at IST, Sep. 2021 [bibTex]
Roofline Analysis and Performance Characterization for Intel Integrated GPUs
MSc Thesis, Sep. 2021 [bibTex]
SoC-FPGA Deep Neural Network for Object Detection
MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
SoC-FPGA MobileNets for Embedded Vision Applications
MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
FPGA-Based Accelerator for High-Order Epistasis Detection
MSc Thesis, Feb. 2021 [bibTex]
Advisors: Abba Lawan and Tiago M Dias
Breaking security of crypto systems using cache side - channel atatck
MSc Thesis at IST - ULisboa, Jan. 2021 [bibTex]
Caraterização de Processadores RISC-V de Código Aberto
MSc Thesis at IST, Jan. 2021 [bibTex]
CGRA - Based deep neural network for object identification
MSc Thesis at IST, Jan. 2021 [bibTex]
Advisors: Nuno Roma and Delfim Pedro Martins do Rego
Clustering and Complexity Estimation for Air Traffic flow Management
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
Exploiting GPU Undervoltage to Improve the Energy Efficiency of Deep Learning Applications
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
Exploring processor frontend capabilities via micro-benchmarking
MSc Thesis, Jan. 2021 [bibTex]
FPGA accelerated model checking of regulatory networks
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Network Protocols for Stream Processing on Low-Cost FPGAs in Space Systems
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Object Detection and Classification on the Versat Reconfigurable Processor
MSc Thesis at Instituro Superior Técnico, Jan. 2021 [bibTex]
Otimização do Algoritmo Back Propagation
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
RISC-V Processing System with Streaming Support
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
SoC-FPGA Binary Convolutional Neural Networks
MSc Thesis at IST, Jan. 2021 [bibTex]

2020

Advisors: Nuno Roma and Pedro Tomás
Exploiting non-conventional DVFS on GPUs: application to Deep Learning
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2020 [bibTex]
Haking the sistems from within
MSc Thesis, Oct. 2020 [bibTex]
Single and Multi-Objective Epistasis Scoring: A Matter of Frequency
MSc Thesis, Oct. 2020 [bibTex]
Advisors: Pedro Tomás and Nuno Roma
Unlimited Vector Extension with data streaming support
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Oct. 2020 [bibTex]
Verilog PNG Encoder
MSc Thesis, Oct. 2020 [bibTex]
Advisors: Nuno Roma and Pedro Tomás
Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD
MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jul. 2020 [bibTex]
Um MODEM 4G MIMO
MSc Thesis, Mar. 2020 [bibTex]

Internships

Internships: 2

2021

Advisors: Nuno Roma
Codificação de Video de Alto Desempenho com Paralelismo Massivo em GPUs e Computação Aproximada
short term traineeship, May. 2021 [bibTex]
Estágio de Verão: Arquitetura de Computadores
short term traineeship, Jan. 2021 [bibTex]