Gabriel Falcao

Gabriel Falcao

Universidade de Coimbra

H-index: 23

Europe-Portugal

About Gabriel Falcao

Gabriel Falcao, With an exceptional h-index of 23 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidade de Coimbra, specializes in the field of Parallel computing, computer architecture, signal processing, LDPC codes, medical imaging and machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics

NDPmulator: Enabling Full-System Simulation for Near-Data Accelerators from Caches to DRAM

Benchmarking Convolutional Neural Network Inference on Low-Power Edge Devices

A Systematic Mapping Study on Quantum and Quantum-inspired Algorithms in Operations Research

Highly accurate and fast YOLOv4-Based polyp detection

gem5-accel: A Pre-RTL Simulation Toolchain for Accelerator Architecture Validation

To PiM or Not to PiM

The Case for In-Memory Inferencing of Quantized CNNs at the Edge

Gabriel Falcao Information

University

Position

Professor of Electrical and Computer Engineering FCTUC IT Portugal

Citations(all)

2035

Citations(since 2020)

915

Cited By

1455

hIndex(all)

23

hIndex(since 2020)

16

i10Index(all)

56

i10Index(since 2020)

28

Email

University Profile Page

Universidade de Coimbra

Google Scholar

View Google Scholar Profile

Gabriel Falcao Skills & Research Interests

Parallel computing

computer architecture

signal processing

LDPC codes

medical imaging and machine learning

Top articles of Gabriel Falcao

Title

Journal

Author(s)

Publication Date

Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics

arXiv preprint arXiv:2404.08837

Cláudio Gomes

João Paulo Fernandes

Gabriel Falcao

Soummya Kar

Sridhar Tayur

2024/4/12

NDPmulator: Enabling Full-System Simulation for Near-Data Accelerators from Caches to DRAM

IEEE Access

João Vieira

Nuno Roma

Gabriel Falcao

Pedro Tomás

2024/1/11

Benchmarking Convolutional Neural Network Inference on Low-Power Edge Devices

Oscar Ferraz

Helder Araujo

Vitor Silva

Gabriel Falcao

2023/6/4

A Systematic Mapping Study on Quantum and Quantum-inspired Algorithms in Operations Research

CLÁUDIO GOMES

JOÃO PAULO FERNANDES

GABRIEL FALCAO

SOUMMYA KAR

SRIDHAR TAYUR

2023

Highly accurate and fast YOLOv4-Based polyp detection

Expert Systems with Applications

Pedro Carrinho

Gabriel Falcao

2023/12/1

gem5-accel: A Pre-RTL Simulation Toolchain for Accelerator Architecture Validation

IEEE Computer Architecture Letters

João Vieira

Nuno Roma

Gabriel Falcao

Pedro Tomás

2023/11/1

To PiM or Not to PiM

Communications of the ACM

Gabriel Falcao

João Dinis Ferreira

2023/5/24

The Case for In-Memory Inferencing of Quantized CNNs at the Edge

Authorea Preprints

Gabriel Falcao

João Dinis Ferreira

2023/10/30

Towards mobile federated learning with unreliable participants and selective aggregation

Applied Sciences

Leonardo Esteves

David Portugal

Paulo Peixoto

Gabriel Falcao

2023/2/28

Unlocking the Potential of LDPC Decoders with PiM Acceleration

Oscar Ferraz

Yann Falevoz

Vitor Silva

Gabriel Falcao

2023/10/29

Redbit: An end-to-end flexible framework for evaluating the accuracy of quantized cnns

arXiv preprint arXiv:2301.06193

André Santos

João Dinis Ferreira

Onur Mutlu

Gabriel Falcao

2023/1/15

On the Quantization of Recurrent Neural Networks for Smiles Generation

Adriano Durao

Joel P Arrais

Bernardete Ribeiro

Gabriel Falcao

2023/6/4

A functional validation framework for the Unlimited Vector Extension

Ana Beatriz Fernandes

Nuno Neves

Luís Crespo

Pedro Tomás

Nuno Roma

...

2023

Guest Editorial: Special Issue on Advances in Signal Processing Systems

Journal of Signal Processing Systems

Gabriel Falcao

Joseph R Cavallaro

Farhana Sheikh

Leonel Sousa

2022/10

Optimized voronoi-based algorithms for parallel shortest vector computation

Artur Mariano

Filipe Cabeleira

Luís Paulo Santos

Gabriel Falcão

2022/5/8

Enabling High-Level Design Strategies for High-Throughput and Low-Power NB-LDPC Decoders

IEEE Design & Test

Srinivasan Subramaniyan

Oscar Ferraz

MR Ashuthosh

Santosh Krishna

Guohui Wang

...

2022/8/29

To PiM or Not to PiM: The case for in-memory inferencing of quantized CNNs at the edge

Queue

Gabriel Falcao

João Dinis Ferreira

2022/12/31

An Empirical Study on the Use of Quantum Computing for Financial Portfolio Optimization

SN Computer Science

Cláudio Gomes

Gabriel Falcao

Luís Paquete

João Paulo Fernandes

2022/6/15

gem5-ndp: Near-data processing architecture simulation from low level caches to DRAM

Joao Vieira

Nuno Roma

Gabriel Falcao

Pedro Tomás

2022/11/2

Compiling for Vector Extensions With Stream-Based Specialization

IEEE Micro

Nuno Neves

Joao Mario Domingos

Nuno Roma

Pedro Tomás

Gabriel Falcao

2022/5/10

See List of Professors in Gabriel Falcao University(Universidade de Coimbra)

Co-Authors

H-index: 58
Urbano José C. Nunes

Urbano José C. Nunes

Universidade de Coimbra

H-index: 50
Andreas Burg

Andreas Burg

École Polytechnique Fédérale de Lausanne

H-index: 46
Paolo Ienne

Paolo Ienne

École Polytechnique Fédérale de Lausanne

H-index: 34
Luís Alexandre

Luís Alexandre

Universidade da Beira Interior

H-index: 20
Isabel Narra Figueiredo

Isabel Narra Figueiredo

Universidade de Coimbra

H-index: 3
Rui Melo

Rui Melo

Universidade de Coimbra

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