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_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. |
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300 |
_aXIV, 145 p. 93 illus., 72 illus. in color. _bonline resource. |
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490 | 1 |
_aCommunications in Computer and Information Science, _x1865-0937 ; _v2108 |
|
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. _93407 |
|
650 | 0 |
_aImage processing _xDigital techniques. _94145 |
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650 | 0 |
_aComputer vision. _9104265 |
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650 | 0 |
_aApplication software. _9104266 |
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650 | 0 |
_aComputer systems. _9104268 |
|
650 | 1 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aComputer Imaging, Vision, Pattern Recognition and Graphics. _931569 |
650 | 2 | 4 |
_aComputer and Information Systems Applications. _9104270 |
650 | 2 | 4 |
_aComputer System Implementation. _938514 |
700 | 1 |
_aRiascos Salas, Jaime A. _eeditor. _0(orcid) _10000-0001-6134-4139 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9104271 |
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700 | 1 |
_aCota, Vinícius Rosa. _eeditor. _0(orcid) _10000-0002-2338-5949 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9104273 |
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700 | 1 |
_aVillota, Hernán. _eeditor. _0(orcid) _10000-0002-6061-7104 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9104275 |
|
700 | 1 |
_aBetancur Vasquez, Daniel. _eeditor. _0(orcid) _10000-0003-4834-7268 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9104277 |
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710 | 2 |
_aSpringerLink (Online service) _9104280 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031638473 |
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_iPrinted edition: _z9783031638497 |
830 | 0 |
_aCommunications in Computer and Information Science, _x1865-0937 ; _v2108 _9104281 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-63848-0 |
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