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245 1 0 _aComputational Neuroscience
_h[electronic resource] :
_b4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28-30, 2023, Revised Selected Papers /
_cedited by Jaime A. Riascos Salas, Vinícius Rosa Cota, Hernán Villota, Daniel Betancur Vasquez.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXIV, 145 p. 93 illus., 72 illus. in color.
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
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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 _aThis 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.
650 0 _aArtificial intelligence.
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650 0 _aImage processing
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650 0 _aComputer systems.
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650 1 4 _aArtificial Intelligence.
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650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
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650 2 4 _aComputer and Information Systems Applications.
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650 2 4 _aComputer System Implementation.
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700 1 _aRiascos Salas, Jaime A.
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700 1 _aCota, Vinícius Rosa.
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700 1 _aVillota, Hernán.
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700 1 _aBetancur Vasquez, Daniel.
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830 0 _aCommunications in Computer and Information Science,
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