Felipe M. G. França

Felipe M. G. França

Universidade Federal do Rio de Janeiro

H-index: 23

Latin America-Brazil

About Felipe M. G. França

Felipe M. G. França, With an exceptional h-index of 23 and a recent h-index of 14 (since 2020), a distinguished researcher at Universidade Federal do Rio de Janeiro, specializes in the field of Artificial Intelligence, Computer Architecture, Distributed Algorithms.

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

Object modeling through weightless tracking

Emissions Reporting Maturity Model: supporting cities to leverage emissions-related processes through performance indicators and artificial intelligence

A Data-Driven Approach for Estimating Temperature Variations Based on B-mode Ultrasound Images and Changes in Backscattered Energy

An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection.

A conditional branch predictor based on weightless neural networks

Soon Filter: Advancing Feed-Forward Neural Architectures for Inference at the Edge

A new formulation for the unassigned distance geometry problem

COIN: Combinational Intelligent Networks

Felipe M. G. França Information

University

Position

Professor of Computer Science and Engineering

Citations(all)

2372

Citations(since 2020)

976

Cited By

1804

hIndex(all)

23

hIndex(since 2020)

14

i10Index(all)

81

i10Index(since 2020)

26

Email

University Profile Page

Universidade Federal do Rio de Janeiro

Google Scholar

View Google Scholar Profile

Felipe M. G. França Skills & Research Interests

Artificial Intelligence

Computer Architecture

Distributed Algorithms

Top articles of Felipe M. G. França

Title

Journal

Author(s)

Publication Date

Object modeling through weightless tracking

Neural Computing and Applications

Daniel N do Nascimento

Felipe MG França

2024/3/12

Emissions Reporting Maturity Model: supporting cities to leverage emissions-related processes through performance indicators and artificial intelligence

RAIRO-Operations Research

Victor de A Xavier

Felipe MG França

Priscila MV Lima

2024/3

A Data-Driven Approach for Estimating Temperature Variations Based on B-mode Ultrasound Images and Changes in Backscattered Energy

Ultrasonic Imaging

Luiz FR Oliveira

Felipe MG França

Wagner CA Pereira

2024/1

An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection.

Zachary Susskind

Aman Arora

Alan TL Bacellar

Diego Leonel Cadette Dutra

Igor DS Miranda

...

2023/2/12

A conditional branch predictor based on weightless neural networks

Neurocomputing

Luis AQ Villon

Zachary Susskind

Alan TL Bacellar

Igor DS Miranda

Leandro S de Araújo

...

2023/10/28

Soon Filter: Advancing Feed-Forward Neural Architectures for Inference at the Edge

Alan Tendler Leibel Bacellar

Zachary Susskind

Mauricio Breternitz Jr

Lizy Kurian John

Felipe MG França

...

2023/10/13

A new formulation for the unassigned distance geometry problem

Gabriel Braun

Nelson Maculan

Renan Vicente Pinto

Carlile Lavor

Felipe França

2023/8/9

COIN: Combinational Intelligent Networks

Igor DS Miranda

Aman Arora

Zachary Susskind

Josias SA Souza

Mugdha P Jadhao

...

2023/7/19

ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks

ACM Transactions on Architecture and Code Optimization

Zachary Susskind

Aman Arora

Igor DS Miranda

Alan TL Bacellar

Luis AQ Villon

...

2023/12/14

GSink-A Runtime for Gamma Programs and its CGRA Mapping Proposal

Rui R Mello

Gabriel AL Paillard

Leandro S Araujo

Pedro C Diniz

Felipe MG França

2023/5/15

Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies

Lizy K John

Felipe MG França

Subhasish Mitra

Zachary Susskind

Priscila MV Lima

...

2023/12/5

A WiSARD-based conditional branch predictor

ESANN 2022 proceedings

Luis AQ Villon

Zachary Susskind

Alan TL Bacellar

Igor DS Miranda

Leandro Santiago de Araújo

...

2022

Weightless neural networks for efficient edge inference

Zachary Susskind

Aman Arora

Igor DS Miranda

Luis AQ Villon

Rafael F Katopodis

...

2022/10/8

Pruning weightless neural networks

ESANN 2022 proceedings

Zachary Susskind

Alan TL Bacellar

Aman Arora

Luis AQ Villon

Renan Mendanha

...

2022

Functional gradient descent for n-tuple regression

Neurocomputing

Rafael F Katopodis

Priscila MV Lima

Felipe MG França

2022/8/21

A Two-level Integrated Approach for Assigning Trust Metrics to Internet of Things Devices.

Evandro LC Macedo

Flávia Coimbra Delicato

Luís FM de Moraes

Giancarlo Fortino

2022

Logicwisard: Memoryless synthesis of weightless neural networks

Igor DS Miranda

Aman Arora

Zachary Susskind

Luis AQ Villon

Rafael F Katopodis

...

2022/7/12

Analysis of fake news classification for insight into the roles of different data types

Victor C Ferreira

Sandip Kundu

Felipe MG França

2022/1/26

Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks.

Alan TL Bacellar

Zachary Susskind

Luis AQ Villon

Igor DS Miranda

Leandro Santiago de Araújo

...

2022

AIISR-AI INSPIRED STOPPING RULE FOR GRASP METAHEURISTIC

Guilherme Caeiro de Mattos

Felipe Maia Galvão França

Luidi Gelabert Simonetti

Priscila Machado Vieira Lima

2021

See List of Professors in Felipe M. G. França University(Universidade Federal do Rio de Janeiro)

Co-Authors

H-index: 73
Joao Gama

Joao Gama

Universidade do Porto

H-index: 55
Sandip Kundu

Sandip Kundu

University of Massachusetts Amherst

H-index: 36
Vítor Santos Costa

Vítor Santos Costa

Universidade do Porto

H-index: 33
Philippe Navaux

Philippe Navaux

Universidade Federal do Rio Grande do Sul

H-index: 33
Zhijun Yang

Zhijun Yang

Middlesex University

H-index: 32
Nadia Nedjah

Nadia Nedjah

Universidade do Estado do Rio de Janeiro

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