Luis Gerardo de la Fraga

Instituto Politécnico Nacional — Mexico

Physics and Astronomy · Physical Sciences

23h-index1.8kcitations157works1.82yr avg
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Research Topics

Chaos control and synchronization(33), Chaos-based Image/Signal Encryption(25), Neural Networks and Applications(22), Evolutionary Algorithms and Applications(19), Advanced Multi-Objective Optimization Algorithms(18)

Publications157 total

Optimization and FPGA implementation of Echo State Networks to predict the chaotic Lorenz system
Integration·2026Open Access
CMOS LIF Spiking Neuron Designed with a Memristor Emulator Based on Optimized Operational Transconductance Amplifiers
Dynamics·2025Open Access
Design insights for implementing a PRNG with fractional Lorenz system on ESP32 and FPGA
Integration·2025
Multi-Objective Optimization of a Fractional-Order Lorenz System
Fractal and Fractional·2025· 2 citedOpen Access
Chaos-based authentication of encrypted images under MQTT for IoT protocol
Integration·2025· 8 cited
FPGA Implementation of PRNGs Based on Chaotic Systems Optimized by DE, GWO, and PSO
International Journal of Circuit Theory and Applications·2025· 4 cited
PRNG Based on Fractional-Order Chaotic Systems
2025
Numerical Methods to Approximate Integer-/Fractional-Order Chaotic Systems
2025
Verilog Descriptions of Digital Blocks to Synthesize Chaotic Maps and Systems
2025
Introduction to the Design and Implementation of PRNGs Based on Chaotic Maps and Systems
2025
Random Number Generators
2025
Chaos-Based Encryption and Authentication of RGB Images
2025
Statistical Tests for PRNGs
2025· 1 cited
PRNGs Based on Chaotic Maps and 3D, 4D, and 5D Chaotic Systems
2025· 1 cited
Echo State Networks to Solve Classification Tasks
2024
Generating pseudo-random numbers with a Brownian system
Integration·2024· 14 cited
Image Classification with Recurrent Spiking Neural Networks
Lecture notes in computer science·2024
Optimization of Echo State Neural Networks to Solve Classification Problems
2023
Echo state network implementation for chaotic time series prediction
Microprocessors and Microsystems·2023· 11 cited
Numerical and Evolutionary Optimization 2021
Mathematical and Computational Applications·2023· 2 citedOpen Access
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Frequent Co-authors

Esteban Tlelo‐Cuautle(35), Brisbane Ovilla-Martínez(7), Alejandro Silva-Juárez(5), J.M. Carazo(4), Jose Rangel‐Magdaleno(4), I. Guerra-Gómez(4), Martín Alejandro Valencia-Ponce(4), Astrid Maritza González-Zapata(4), Ana Dalia Pano-Azucena(3), Jesús M. Muñoz‐Pacheco(3), Victor H. Carbajal-Gomez(3), C. Sánchez‐López(3), Gustavo Rodríguez‐Gómez(3), Omar Guillén-Fernández(3), Israel Cruz-Vega(3), Nareli Cruz-Cortés(3), Sergio Marco(2), Cuauhtémoc Mancillas-López(2), Antonio de Jesus Quintas-Valles(2), Rui Li(2)