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Computational Neuroscience: 4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28–30, 2023, Revised Selected Papers de Jaime A. Riascos Salas

Computational Neuroscience: 4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28–30, 2023, Revised Selected Papers: Communications in Computer and Information Science, cartea 2108

Editat de Jaime A. Riascos Salas, Vinícius Rosa Cota, Hernán Villota, Daniel Betancur Vasquez
en Limba Engleză Paperback – 27 iun 2024
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.
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Specificații

ISBN-13: 9783031638473
ISBN-10: 3031638476
Pagini: 145
Ilustrații: XIV, 145 p. 93 illus., 72 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.23 kg
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Communications in Computer and Information Science

Locul publicării:Cham, Switzerland

Cuprins

.- 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.