Riascos Salas / Cota / Villota Computational Neuroscience

4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28–30, 2023, Revised Selected Papers
Erscheinungsjahr 2024
ISBN: 978-3-031-63848-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 145 Seiten

Reihe: Computer Science (R0)

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.

Zielgruppe

Research

Autoren/Hrsg.

Riascos Salas, Jaime A.

Cota, Vinícius Rosa

Villota, Hernán

Betancur Vasquez, Daniel

Inhaltsverzeichnis

.- 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.