Computational Neuroscience
Springer International Publishing (Verlag)
978-3-031-63847-3 (ISBN)
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.
.- 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/beta-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.
| Erscheinungsdatum | 27.06.2024 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XIV, 145 p. 93 illus., 72 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Artificial Intelligence • Biofeedback Training • brain-computer interface • Computational Neuroscience • Electroencephalography • electrophysiology • Epilepsy • in silico • izhikevich neurons • kinematic responses • Locked-in syndrome • machine learning • Motor Imagery • Neuroengineering • Neuroscience • Neurotechnology • Parkinson disease • Rehabilitation • Robotics • visual occlusion |
| ISBN-10 | 3-031-63847-6 / 3031638476 |
| ISBN-13 | 978-3-031-63847-3 / 9783031638473 |
| Zustand | Neuware |
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