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Computational neuroscience4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28-30, 2023 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Computational neuroscienceedited by Jaime A. Riascos Salas ... [et al.].
Reminder of title:	4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28-30, 2023 : revised selected papers /
remainder title:	LAWCN 2023
other author:	Riascos Salas, Jaime A.
corporate name:
Published:	Cham :Springer Nature Switzerland :2024.
Description:	xiv, 145 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computational neuroscienceCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-63848-0
ISBN:	9783031638480$q(electronic bk.)

Computational neuroscience4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28-30, 2023 : revised selected papers /
Computational neuroscience4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28-30, 2023 : revised selected papers /[electronic resource] :LAWCN 2023edited by Jaime A. Riascos Salas ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xiv, 145 p. :ill. (chiefly col.), digital ;24 cm. - Communications in computer and information science,21081865-0937 ;. - Communications in computer and information science ;229..

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.

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.

ISBN: 9783031638480$q(electronic bk.)

Standard No.: 10.1007/978-3-031-63848-0doiSubjects--Topical Terms:

442989
Computational neuroscience
--Congresses.

LC Class. No.: QP357.5

Dewey Class. No.: 612.8233

Computational neuroscience4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28-30, 2023 : revised selected papers /
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505 0 $a 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.
520 $a 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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