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245	1	0	_aComputational Neuroscience _h[electronic resource] : _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 ed. 2022.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2022.
300			_aXIII, 263 p. 125 illus., 102 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_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.
650		0	_aArtificial intelligence.
650		0	_aComputer vision.
650		0	_aComputer systems.
650		0	_aApplication software.
650	1	4	_aArtificial Intelligence.
650	2	4	_aComputer Vision.
650	2	4	_aComputer System Implementation.
650	2	4	_aComputer and Information Systems Applications.
700	1		_aRibeiro, Paulo Rogério de Almeida. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aCota, Vinícius Rosa. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aBarone, Dante Augusto Couto. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_ade Oliveira, Alexandre César Muniz. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783031084423
776	0	8	_iPrinted edition: _z9783031084447
830		0	_aCommunications in Computer and Information Science, _x1865-0937 ; _v1519
856	4	0	_uhttps://doi.org/10.1007/978-3-031-08443-0
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