Computational Neuroscience 4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28–30, 2023, Revised Selected Papers

This book constitutes the refereed proceedings of the 4th Latin American Workshop, LAWCN 2023, held in Envigado, Colombia, during November 28–30, 2023.

The 8 full papers and 2 short papers included in this book were carefully reviewed and selected from 50 submissions. They were organized in topical sections as follows:

artificial intelligence and machine learning; computational neuroscience; and brain-computer interfaces.

.- Artificial intelligence and machine learning.
.- EEG-based classification of passive pedaling speeds using SVM: a promising approach for enhancing lower limb rehabilitation technologies.
.- Data augmentation by adaptative targeted zoom for MRI brain tumor segmentation.
.- Riemannian electrocardiographic signal classification.
.- Computational neuroscience.
.- Evaluation of Wnt/ß-Catenin pathway modulation on CA3-CA1 synaptic plasticity model.
.- In silico application of the epsilon-greedy algorithm for frequency optimization of electrical neurostimulation for hypersynchronous disorders.
.- Fuzzy control with Central Pattern Generators for the locomotion of quadruped robotic systems.
.- Brain-Computer Interfaces.
.- Comparison of visual and kinesthetic motor imagery for  upper limb activity.
.- Effect of imagery training on biomechanical aspects of a sport skill in gymnasts of the Met Chia Club.
.- Influence of delays in functional connectivity to distinguish motor imagery tasks.
.- Impact of ocular artifact removal on EEG-based color classification for locked-in syndrome BCI communication.