Carlos-Alberto López-Herrera

According to our database, Carlos-Alberto López-Herrera authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Identification and Segmentation of Polyps in the Colon Applying Artificial Intelligence Techniques: A Systematic Literature Review.

Valentina Cardenas Moreno, Luz Ivana Correa Hernández, Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes

Res. Comput. Sci., 2025

Evaluating Encoding of Neuron Configuration and Position in Neuroevolution of Liquid State Machines.

Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

Evaluating Readout Strategies in Liquid State Machines: Coding Schemes, Classifiers, and Separability Metrics.

Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Adriana Laura López-Lobato, Jesús-Arnulfo Barradas-Palmeros

Proceedings of the Mexican International Conference on Computer Science, 2025

Assessing the Impact of Network Regularizers on the Performance of Convolutional Neural Network Architectures Evolved by DeepGA.

Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Carlos-Alberto López-Herrera, Francisco-Javier Hernández-Somohano

Proceedings of the Mexican International Conference on Computer Science, 2025

2024

Prediction of Epileptic Seizure Using Neuroevolved Spiking Neural Network.

Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Jesús-Arnulfo Barradas-Palmeros

Proceedings of the Advances in Computational Intelligence. MICAI 2024 International Workshops, 2024

Efficient Neural Architecture Search: Computational Cost Reduction Mechanisms in DeepGA.

Jesús-Arnulfo Barradas-Palmeros, Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes

Proceedings of the Advances in Computational Intelligence. MICAI 2024 International Workshops, 2024

2023

Spiking Neural Networks Codification Using Bio-Inspired Computation.

Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes

Res. Comput. Sci., 2023

A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben's Spiker Algorithm Parameters.

Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes

Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023