Pedro Tomás

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 43

Top Topics

Gpu Accelerated

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
NDPmulator: Enabling Full-System Simulation for Near-Data Accelerators From Caches to DRAM. IEEE Access 12 (2024)
João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
gem5-accel: A Pre-RTL Simulation Toolchain for Accelerator Architecture Validation. IEEE Comput. Archit. Lett. 23 (1) (2024)
Gonçalo Falcão, Armando M. Fernandes, Nuno C. Garcia, Helena Aidos, Pedro Tomás
Stacking Deep Learning Models for Early Detection of Wildfire Smoke Plumes. EUSIPCO (2023)
João Guerreiro, Pedro Tomás, Nuno C. Garcia, Helena Aidos
Super-resolution of magnetic resonance images using Generative Adversarial Networks. Comput. Medical Imaging Graph. 108 (2023)
Luís Crespo, Pedro Tomás, Nuno Roma, Nuno Neves
Trading Performance, Power, and Area on Low-Precision Posit MAC Units for CNN Training. SBAC-PAD (2023)
Joao Mario Domingos, Tiago Rocha, Nuno Neves, Nuno Roma, Pedro Tomás, Leonel Sousa
Supporting RISC-V Performance Counters Through Linux Performance Analysis Tools. ASAP (2023)
George Margetis, Barbara Valera-Muros, Konstantinos C. Apostolakis, Almudena Díaz-Zayas, Laura Panizo, Pedro Tomás, Luís Cordeiro, João Henriques, Constantine Stephanidis
Validation of NFV management and orchestration on Kubernetes-based 5G testbed environment. GLOBECOM (Workshops) (2022)
Nuno Neves, Joao Mario Domingos, Nuno Roma, Pedro Tomás, Gabriel Falcão
Compiling for Vector Extensions With Stream-Based Specialization. IEEE Micro 42 (5) (2022)
João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
gem5-ndp: Near-Data Processing Architecture Simulation From Low Level Caches to DRAM. SBAC-PAD (2022)
Martim Rosado, Stavros Mallios, Pedro Tomás, Nuno Roma, André David
Early prototyping and testing of CERN LHC CMS high-granularity calorimeter slow-control system. RSP (2022)
Francisco Mendes, Pedro Tomás, Nuno Roma
Decoupling GPGPU voltage-frequency scaling for deep-learning applications. J. Parallel Distributed Comput. 165 (2022)
Luís Crespo, Pedro Tomás, Nuno Roma, Nuno Neves
Unified Posit/IEEE-754 Vector MAC Unit for Transprecision Computing. IEEE Trans. Circuits Syst. II Express Briefs 69 (5) (2022)
Joao Mario Domingos, Pedro Tomás, Leonel Sousa
Supporting RISC-V Performance Counters through Performance analysis tools for Linux (Perf). CoRR (2021)
Joao Mario Domingos, Nuno Neves, Nuno Roma, Pedro Tomás
Unlimited Vector Extension with Data Streaming Support. ISCA (2021)
Gonçalo Raposo, Pedro Tomás, Nuno Roma
Positnn: Training Deep Neural Networks with Mixed Low-Precision Posit. ICASSP (2021)
João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
A Compute Cache System for Signal Processing Applications. J. Signal Process. Syst. 93 (10) (2021)
Nuno Neves, Pedro Tomás, Nuno Roma
A Reconfigurable Posit Tensor Unit with Variable-Precision Arithmetic and Automatic Data Streaming. J. Signal Process. Syst. 93 (12) (2021)
Nuno Neves, Pedro Tomás, Nuno Roma
Compiler-Assisted Data Streaming for Regular Code Structures. IEEE Trans. Computers 70 (3) (2021)
Gonçalo Raposo, Pedro Tomás, Nuno Roma
PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit. CoRR (2021)
Nuno Neves, Pedro Tomás, Nuno Roma
Reconfigurable Stream-based Tensor Unit with Variable-Precision Posit Arithmetic. ASAP (2020)
Nuno Neves, Pedro Tomás, Nuno Roma
Dynamic Fused Multiply-Accumulate Posit Unit with Variable Exponent Size for Low-Precision DSP Applications. SiPS (2020)
Francisco Mendes, Pedro Tomás, Nuno Roma
Exploiting Non-conventional DVFS on GPUs: Application to Deep Learning. SBAC-PAD (2020)
Helena Aidos, Pedro Tomás
Neighborhood-aware autoencoder for missing value imputation. EUSIPCO (2020)
Jorge Pessoa, Helena Aidos, Pedro Tomás, Mário A. T. Figueiredo
End-to-End Learning of Video Compression using Spatio-Temporal Autoencoders. SiPS (2020)
João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
Processing Convolutional Neural Networks on Cache. ICASSP (2020)
João Guerreiro, Aleksandar Ilic, Nuno Roma, Pedro Tomás
DVFS-aware application classification to improve GPGPUs energy efficiency. Parallel Comput. 83 (2019)
Pedro Sá, Helena Aidos, Nuno Roma, Pedro Tomás
Heart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring Devices. EUSIPCO (2019)
João Guerreiro, Aleksandar Ilic, Nuno Roma, Pedro Tomás
Modeling and Decoupling the GPU Power Consumption for Cross-Domain DVFS. IEEE Trans. Parallel Distributed Syst. 30 (11) (2019)
João Guerreiro, Aleksandar Ilic, Nuno Roma, Pedro Tomás
GPU Static Modeling Using PTX and Deep Structured Learning. IEEE Access 7 (2019)
João Guerreiro, Aleksandar Ilic, Nuno Roma, Pedro Tomás
GPGPU Power Modeling for Multi-domain Voltage-Frequency Scaling. HPCA (2018)
Nuno Neves, Pedro Tomás, Nuno Roma
Stream data prefetcher for the GPU memory interface. J. Supercomput. 74 (6) (2018)
Lidia Kuan, Frederico Pratas, Leonel Sousa, Pedro Tomás
. Int. J. High Perform. Comput. Appl. 32 (2) (2018)
João Vieira, Nuno Roma, Pedro Tomás, Paolo Ienne, Gabriel Falcão Paiva Fernandes
Exploiting Compute Caches for Memory Bound Vector Operations. SBAC-PAD (2018)
Sebastião Miranda, Jonas Feldt, Frederico Pratas, Ricardo A. Mata, Nuno Roma, Pedro Tomás
Efficient parallelization of perturbative Monte Carlo QM/MM simulations in heterogeneous platforms. Int. J. High Perform. Comput. Appl. 31 (6) (2017)
Pedro Duarte, Pedro Tomás, Gabriel Falcão
SCRATCH: an end-to-end application-aware soft-GPGPU architecture and trimming tool. MICRO (2017)
Nuno Neves, Pedro Tomás, Nuno Roma
Adaptive In-Cache Streaming for Efficient Data Management. IEEE Trans. Very Large Scale Integr. Syst. 25 (7) (2017)
Nuno Neves, Rui Neves, Nuno Horta, Pedro Tomás, Nuno Roma
Multi-objective kernel mapping and scheduling for morphable many-core architectures. Expert Syst. Appl. 45 (2016)
João Guerreiro, Aleksandar Ilic, Nuno Roma, Pedro Tomás
Performance and Power-Aware Classification for Frequency Scaling of GPGPU Applications. Euro-Par Workshops (2016)
Francisco Gaspar, Luís Taniça, Pedro Tomás, Aleksandar Ilic, Leonel Sousa
A Framework for Application-Guided Task Management on Heterogeneous Embedded Systems. ACM Trans. Archit. Code Optim. 12 (4) (2016)
Rui Pinheiro, Nuno Roma, Pedro Tomás
A Cross-Core Performance Model for Heterogeneous Many-Core Architectures. VECPAR (2016)
Miguel Tairum Cruz, Pedro Tomás, Nuno Roma
Unsupervised variable-grained online phase clustering for heterogeneous/morphable processors. HPCS (2016)
David Nogueira, Pedro Tomás, Nuno Roma
BowMapCL: Burrows-Wheeler Mapping on Multiple Heterogeneous Accelerators. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (5) (2016)
Nuno Neves, Adrien Mussio, Fabien Gonçalves, Pedro Tomás, Nuno Roma
In-Cache Streaming: Morphable Infrastructure for Many-Core Processing Systems. Euro-Par Workshops (2016)
Nuno Neves, Nuno Sebastião, David Martins de Matos, Pedro Tomás, Paulo F. Flores, Nuno Roma
Multicore SIMD ASIP for Next-Generation Sequencing and Alignment Biochip Platforms. IEEE Trans. Very Large Scale Integr. Syst. 23 (7) (2015)
André Valério Carreiro, Pedro M. T. Amaral, Susana Pinto, Pedro Tomás, Mamede de Carvalho, Sara C. Madeira
Prognostic models based on patient snapshots and time windows: Predicting disease progression to assisted ventilation in Amyotrophic Lateral Sclerosis. J. Biomed. Informatics 58 (2015)
Lidia Kuan, Leonel Sousa, Pedro Tomás
Accelerating Phylogenetic Inference on Heterogeneous OpenCL Platforms. TrustCom/BigDataSE/ISPA (3) (2015)
Francisco Gaspar, Luís Taniça, Pedro Tomás, Aleksandar Ilic, Leonel Sousa
Attaining performance fairness in big.LITTLE systems. WISES (2015)
João Guerreiro, Aleksandar Ilic, Nuno Roma, Pedro Tomás
Multi-kernel Auto-Tuning on GPUs: Performance and Energy-Aware Optimization. PDP (2015)
Tomás Ferreirinha, Rúben Nunes, Leonardo Azevedo, Amílcar Soares, Frederico Pratas, Pedro Tomás, Nuno Roma
Acceleration of stochastic seismic inversion in OpenCL-based heterogeneous platforms. Comput. Geosci. 78 (2015)
Miguel Rodrigues, Nuno Roma, Pedro Tomás
Fast and Scalable Thread Migration for Multi-core Architectures. EUC (2015)
Nuno Neves, Henrique Mendes, Ricardo Chaves, Pedro Tomás, Nuno Roma
Morphable hundred-core heterogeneous architecture for energy-aware computation. IET Comput. Digit. Tech. 9 (1) (2015)
Nuno Neves, Pedro Tomás, Nuno Roma
Efficient data-stream management for shared-memory many-core systems. FPL (2015)
Miguel Tairum Cruz, Pedro Tomás, Nuno Roma
Energy-Efficient Architecture for DP Local Sequence Alignment: Exploiting ILP and DLP. IWBBIO (2) (2015)
Lidia Kuan, João Neves, Frederico Pratas, Pedro Tomás, Leonel Sousa
Accelerating Phylogenetic Inference on GPUs: an OpenACC and CUDA comparison. IWBBIO (2014)
Andriy Gorobets, Frederico Pratas, Nuno Roma, Pedro Tomás
Stream Oriented Modular Architecture with Polymorphic Processing Engines. SBAC-PAD (Workshops) (2014)
David Nogueira, Pedro Tomás, Nuno Roma
Burrows-Wheeler Transform based indexed exact search on a multi-GPU OpenCL platform. HPCS (2014)
Luís Taniça, Aleksandar Ilic, Pedro Tomás, Leonel Sousa
SchedMon: A Performance and Energy Monitoring Tool for Modern Multi-cores. Euro-Par Workshops (2) (2014)
João Amaral, Francesco Regazzoni, Pedro Tomás, Ricardo Chaves
Accelerating differential power analysis on heterogeneous systems. WESS (2014)
Miguel Tairum Cruz, Pedro Tomás, Nuno Roma
Low-power vectorial VLIW architecture for maximum parallelism exploitation of dynamic programming algorithms. HPCS (2014)
Francisco Gaspar, Aleksandar Ilic, Pedro Tomás, Leonel Sousa
Performance-Aware Task Management and Frequency Scaling in Embedded Systems. SBAC-PAD (2014)
Tomás Ferreirinha, Rúben Nunes, Amílcar Soares, Frederico Pratas, Pedro Tomás, Nuno Roma
GPU Accelerated Stochastic Inversion of Deep Water Seismic Data. Euro-Par Workshops (1) (2014)
João Colaço, Adrian Matoga, Aleksandar Ilic, Nuno Roma, Pedro Tomás, Ricardo Chaves
Transparent Application Acceleration by Intelligent Scheduling of Shared Library Calls on Heterogeneous Systems. PPAM (1) (2013)
Nuno Neves, Nuno Sebastião, Andre Patricio, David Martins de Matos, Pedro Tomás, Paulo F. Flores, Nuno Roma
BioBlaze: Multi-core SIMD ASIP for DNA sequence alignment. ASAP (2013)
Lidia Kuan, Pedro Tomás, Leonel Sousa
A comparison of computing architectures and parallelization frameworks based on a two-dimensional FDTD. HPCS (2013)
Adrian Matoga, Ricardo Chaves, Pedro Tomás, Nuno Roma
A flexible shared library profiler for early estimation of performance gains in heterogeneous systems. HPCS (2013)
Diogo Antão, Luís Taniça, Aleksandar Ilic, Frederico Pratas, Pedro Tomás, Leonel Sousa
Monitoring Performance and Power for Application Characterization with the Cache-Aware Roofline Model. PPAM (1) (2013)
Sergio Paiagua, Frederico Pratas, Pedro Tomás, Nuno Roma, Ricardo Chaves
HotStream: Efficient Data Streaming of Complex Patterns to Multiple Accelerating Kernels. SBAC-PAD (2013)
José M. Leitão, José A. Germano, Nuno Roma, Ricardo Chaves, Pedro Tomás
Scalable and high throughput biosensing platform. FPL (2013)
Frederico Pratas, Pedro Tomás, Pedro Trancoso, Leonel Sousa
Energy efficient stream-based configurable architecture for embedded platforms. ICSAMOS (2012)
Rui Ramalho, Pedro Tomás, Leonel Sousa
Efficient Independent Component Analysis on a GPU. CIT (2010)
Pedro Tomás, Leonel Sousa
A quantitative analysis of firing rate estimators: Unveiling bias sources. Neurocomputing 73 (16-18) (2010)
João C. Martins, Pedro Tomás, Leonel Sousa
Neural code metrics: Analysis and application to the assessment of neural models. Neurocomputing 72 (10-12) (2009)
Pedro Tomás, Leonel Augusto Sousa
A Feature Selection Algorithm for the Regularization of Neuron Models. IEEE Trans. Instrum. Meas. 58 (11) (2009)
Pedro Tomás, João C. Martins, Leonel Sousa
Towards a Unified Model for the Retina - Static vs Dynamic Integrate and Fire Models. BIOSIGNALS (2) (2008)
Pedro Tomás, Leonel Sousa
Statistical Analysis of a Spike Train Distance in Poisson Models. IEEE Signal Process. Lett. 15 (2008)
Sergio Capela, Pedro Tomás, Leonel Sousa
Stochastic integrate-and-fire model for the retina. EUSIPCO (2007)
Pedro Tomás, Leonel Sousa
An Efficient Expectation-Maximisation Algorithm for Spike Classification. DSP (2007)
Moisés Piedade, José A. B. Gerald, Leonel Sousa, Gonçalo Tavares, Pedro Tomás
Visual neuroprosthesis: a non invasive system for stimulating the cortex. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2005)
Leonel Sousa, Pedro Tomás, Francisco J. Pelayo, Antonio Martínez-Álvarez, Christian A. Morillas, Samuel F. Romero
An FPL Bioinspired Visual Encoding System to Stimulate Cortical Neurons in Real-Time. FPL (2003)