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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...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Riascos Salas, Jaime A. (Editor), Cota, Vinícius Rosa (Editor), Villota, Hernán (Editor), Betancur Vasquez, Daniel (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edition:1st ed. 2024.
Series:Communications in Computer and Information Science, 2108
Subjects:
Artificial intelligence.
Image processing > Digital techniques.
Computer vision.
Application software.
Computer systems.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer and Information Systems Applications.
Computer System Implementation.
Online Access:https://doi.org/10.1007/978-3-031-63848-0
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Table of Contents:
  • -- 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/β-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.

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