Publications

Articles

International Journal Articles: 6

2022

- Nuno Neves and Joao Mario Domingos and Nuno Roma and Pedro Tomás and Gabriel Falcao, Compiling for Vector Extensions with Stream-based Specialization, article in IEEE Micro, Jul. 2022, IEEE [bibTex]
- Francisco Soares Mendes and Pedro Tomás and Nuno Roma, Decoupling GPGPU voltage-frequency scaling for deep-learning applications, article in Journal of Parallel and Distributed Computing vol. 165 pp. 32-51, Jul. 2022, Elsevier [DOI Article link] [bibTex] [PDF]
- Luís Crespo and Pedro Tomás and Nuno Roma and Nuno Neves, Unified Posit/IEEE-754 Vector MAC Unit for Transprecision Computing, article in IEEE Transactions on Circuits and Systems II: Express Briefs vol. 69 (5) pp. 2478-2482, May. 2022, IEEE [DOI Article link] [bibTex] [PDF]

2021

- Nuno Neves and Pedro Tomás and Nuno Roma, A Reconfigurable Posit Tensor Unit with Variable-Precision Arithmetic and Automatic Data Streaming, article in Journal of Signal Processing Systems vol. 93 (12) pp. 1365--1385, Dec. 2021, Springer [DOI Article link] [bibTex] [PDF]
- 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 vol. 93 (10) pp. 1173--1186, Oct. 2021, Springer [DOI Article link] [bibTex] [PDF]
- Nuno Neves and Pedro Tomás and Nuno Roma, Compiler-Assisted Data Streaming for Regular Code Structures, article in IEEE Transactions on Computers vol. 70 (3) pp. 483-494, Mar. 2021, IEEE [DOI Article link] [bibTex] [PDF]

International Conferences: 4

2021

- Gonçalo Raposo and Pedro Tomás and Nuno Roma, PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), Jun. 2021 [bibTex] [PDF]
- Joao Mario Domingos and Pedro Tomás and Leonel Sousa, Supporting RISC-V Performance Counters through Performance Analysis Tools for Linux (Perf), presented at 5th Workshop on Computer Architecture Research with RISC-V (CARRV 2021), Jun. 2021 [bibTex] [PDF]
- Joao Mario Domingos and Nuno Neves and Nuno Roma and Pedro Tomás, Unlimited Vector Extension with Data Streaming Support, presented at International Symposium on Computer Architecture (ISCA), Jun. 2021 [DOI Article link] [bibTex] [PDF]
- Miguel Eduardo Mateus Pinho and Pedro Tomás and Nuno Roma, Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD, presented at International Conference on High Performance Computing & Simulation (HPCS 2020), Mar. 2021 [bibTex] [PDF]

as Editors

Edited Proceedings: 1

2021