Publications

Articles

International Journal Articles: 5

2020

- João Miguel Morgado Pereira Vieira and Nuno Roma and Gabriel Falcao and Pedro Tomás, A Compute Cache System for Signal Processing Applications, article in Journal of Signal Processing Systems, to appear on 2020, Springer [bibTex]
- Nuno Neves and Pedro Tomás and Nuno Roma, Compiler-Assisted Data Streaming for Regular Code Structures, article in IEEE Transactions on Computers, to appear on 2020, IEEE [DOI Article link] [bibTex] [PDF]

2019

- João Filipe Dias Guerreiro and Aleksandar Ilic and Nuno Roma and Pedro Tomás, Modeling and Decoupling the GPU Power Consumption for Cross-Domain DVFS, article in IEEE Transactions on Parallel and Distributed Systems vol. 30 (11) pp. 2494-2506, Nov. 2019, IEEE [DOI Article link] [bibTex] [PDF]

International Conferences: 7

2020

- Francisco Soares Mendes and Pedro Tomás and Nuno Roma, Application of Non-Conventional GPU DVFS on Deep Neural Networks, presented at International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2020), Aug. 2020 [bibTex] [PDF]
- Nuno Neves and Pedro Tomás and Nuno Roma, Dynamic Fused Multiply-Accumulate Posit Unit With Variable Exponent Size For Low-Precision DSP Applications, presented at IEEE International Workshop on Signal Processing Systems (SIPS 2020), Aug. 2020 [bibTex]
- Jorge Pessoa and Helena Aidos and Pedro Tomás and Mário A. T. Figueiredo, End-to-End Learning of Video Compression Using Spatio-Temporal Autoencoders, presented at IEEE International Workshop on Signal Processing Systems, Aug. 2020 [bibTex]
- Helena Aidos and Pedro Tomás, Neighborhood-Aware Autoencoder for Missing Value Imputation, presented at 28th European Signal Processing Conference, Aug. 2020 [bibTex]
- Nuno Neves and Pedro Tomás and Nuno Roma, Reconfigurable Streaming Tensor Unit with Variable-Precision Posit Arithmetic, presented at 31st IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2020), Jul. 2020 [bibTex] [PDF]
- João Miguel Morgado Pereira Vieira and Nuno Roma and Gabriel Falcao and Pedro Tomás, Processing Convolutional Neural Networks on Cache, presented at International Conference on Acoustics, Speech, and Signal Processing (ICASSP2020), May. 2020 [bibTex]

2019

- Pedro Pontes Brito de Sá and Helena Aidos and Nuno Roma and Pedro Tomás, Heart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring Devices, presented at European Signal Processing Conference (EUSIPCO 2019), Sep. 2019 [bibTex] [PDF]

Dissertations

PhD Theses: 2

2020

- João Filipe Dias Guerreiro advised by 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]

2019

- Nuno Neves advised by Nuno Roma and Pedro Tomás, Energy-Efficient Computing: Adaptive Structures and Data Management, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2019 [bibTex]

MSc Theses: 5

2020

- Francisco Soares Mendes advised by 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]
- João Mário Ribeiro Domingos advised by 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]
- Miguel Eduardo Mateus Pinho advised by 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]

2019

- Rodrigo Lourenço advised by Pedro Tomás and Nuno Roma, Faster CPU emulation and dynamic kernel compilation in Multi2Sim, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Dec. 2019 [bibTex]
- João Filipe Monteiro Rodrigues advised by Pedro Tomás and Nuno Roma, Configurable RISC-V softcore processor for FPGA implementation, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Nov. 2019 [bibTex]