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220804 ||| eng |
| 020 |
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|a 9783031084430
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| 100 |
1 |
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|a Ribeiro, Paulo Rogério de Almeida
|e [editor]
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| 245 |
0 |
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|a Computational Neuroscience
|h Elektronische Ressource
|b Third Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8–10, 2021, Revised Selected Papers
|c edited by Paulo Rogério de Almeida Ribeiro, Vinícius Rosa Cota, Dante Augusto Couto Barone, Alexandre César Muniz de Oliveira
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| 250 |
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|a 1st ed. 2022
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| 260 |
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|a Cham
|b Springer International Publishing
|c 2022, 2022
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| 300 |
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|a XIII, 263 p. 125 illus., 102 illus. in color
|b online resource
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| 505 |
0 |
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|a Interdisciplinary 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
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| 653 |
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|a Computer systems
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| 653 |
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|a Computer System Implementation
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| 653 |
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|a Computer vision
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| 653 |
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|a Artificial Intelligence
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| 653 |
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|a Computer Vision
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| 653 |
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|a Application software
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| 653 |
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|a Artificial intelligence
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| 653 |
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|a Computer and Information Systems Applications
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| 700 |
1 |
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|a Cota, Vinícius Rosa
|e [editor]
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| 700 |
1 |
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|a Barone, Dante Augusto Couto
|e [editor]
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| 700 |
1 |
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|a de Oliveira, Alexandre César Muniz
|e [editor]
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| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b Springer
|a Springer eBooks 2005-
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| 490 |
0 |
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|a Communications in Computer and Information Science
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| 028 |
5 |
0 |
|a 10.1007/978-3-031-08443-0
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| 856 |
4 |
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|u https://doi.org/10.1007/978-3-031-08443-0?nosfx=y
|x Verlag
|3 Volltext
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| 082 |
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|a 006.3
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| 520 |
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|a This 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
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