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020 _a9783031084430
024 7 _a10.1007/978-3-031-08443-0
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
245 1 0 _aComputational Neuroscience
_bThird Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8-10, 2021, Revised Selected Papers
_cedited by Paulo Rogério de Almeida Ribeiro, Vinícius Rosa Cota, Dante Augusto Couto Barone, Alexandre César Muniz de Oliveira
250 _a1st edition 2022
264 1 _aCham
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (XIII, 263 páginas)
_b125 ilustraciones, 102 ilustraciones a color
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aCommunications in Computer and Information Science
_x1865-0937
_v1519
505 0 _aInterdisciplinary applications of Artificial Intelligence (AI) and Machine Learning (ML) -- Semantic segmentation of the cultivated area of plantations with U-net -- Use and Interpretation of Item Response Theory applied to Machine Learning -- AI and ML applied to robotics -- Towards Loop Closure Detection for SLAM Applications using Bag of Visual Features: Experiments and Simulation -- Loss Function Regularisation on the Iterated Racing Procedure for Automatic Tuning of RatSLAM Parameters -- Controlling the UR3 robotic arm using a leap motion: a comparative study -- AI and ML applied to biomedical sciences -- Web service based epileptic seizure detection by applying machine learning techniques -- Health issues and computational neuroscience -- Machine Learning Search of Novel Selective NaV1.2 and NaV1.6 Inhibitors as Potential Treatment against Dravet Syndrome -- Implementation of intra and extracellular nonperiodic scale-free stimulation in silico for the NEURON simulator -- In silico investigation of the effects of distinct temporal patterns of electrical stimulation to the amygdala using a network of Izhikevich neurons -- Software and hardware implementations in neuroscience -- Brain connectivity measures in EEG-based biometry for epilepsy patients -- A multiplatform output stage for the development of current-fixed electrical stimulators applied to neural electrophysiology -- Neuroengineering - science and technology -- Physiological self-regulation using biofeedback training: from concept to clinical applicability -- Movement-Related Electroencephalography in Stroke Patients across a Brain-Computer Interface-based Intervention -- Electrophysiological Correlates of Freeze of Gait in Parkinson Disease: Increased STN-LFP Alpha Power and the Possible Role of Attentional Circuits -- Effect of hand dominance when decoding motor imagery grasping tasks within the same hand -- Kinematic responses as a control strategy to visual occlusion.
520 _aThis book constitutes the refereed proceedings of the Third Latin American Workshop, LAWCN 2021, held in Sao Luis do Maranhao, Brazil, during December 8-10, 2021. The 13 full papers and 3 short papers included in this book were carefully reviewed and selected from 27 submissions. They were organized in topical sections as follows: Interdisciplinary applications of Artificial Intelligence (AI) and Machine Learning (ML); AI and ML applied to robotics; AI and ML applied to biomedical sciences; Health issues and computational neuroscience; Software and hardware implementations in neuroscience; and Neuroengineering - science and technology.
700 1 _aRibeiro, Paulo Rogério de Almeida
_eeditor literario
_0(orcid)0000-0002-7367-4335
_1https://orcid.org/0000-0002-7367-4335
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aCota, Vinícius Rosa
_eeditor literario
_0(orcid)0000-0002-2338-5949
_1https://orcid.org/0000-0002-2338-5949
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBarone, Dante Augusto Couto
_eeditor literario
_0(orcid)0000-0002-5133-0144
_1https://orcid.org/0000-0002-5133-0144
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _ade Oliveira, Alexandre César Muniz
_eeditor literario
_0(orcid)0000-0002-1499-5307
_1https://orcid.org/0000-0002-1499-5307
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9783031084423
776 0 8 _iPrinted edition:
_z9783031084447
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-08443-0
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
988 _aSpringer_Computer_2022
999 _c394753
_d394753