國立虎尾科技大學 |

Computational Neuroscience = Third Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8–10, 2021, Revised Selected Papers /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Computational Neuroscience/ edited by Paulo Rogério de Almeida Ribeiro, Vinícius Rosa Cota, Dante Augusto Couto Barone, Alexandre César Muniz de Oliveira.
其他題名:	Third Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8–10, 2021, Revised Selected Papers /
其他作者:	de Oliveira, Alexandre César Muniz.
面頁冊數:	XIII, 263 p. 125 illus., 102 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer and Information Systems Applications. -
電子資源:	https://doi.org/10.1007/978-3-031-08443-0
ISBN:	9783031084430

Computational Neuroscience = Third Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8–10, 2021, Revised Selected Papers /
Computational NeuroscienceThird Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8–10, 2021, Revised Selected Papers /[electronic resource] :edited by Paulo Rogério de Almeida Ribeiro, Vinícius Rosa Cota, Dante Augusto Couto Barone, Alexandre César Muniz de Oliveira. - 1st ed. 2022. - XIII, 263 p. 125 illus., 102 illus. in color.online resource. - Communications in Computer and Information Science,15191865-0937 ;. - Communications in Computer and Information Science,498.

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.

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.

ISBN: 9783031084430

Standard No.: 10.1007/978-3-031-08443-0doiSubjects--Topical Terms:

1365732
Computer and Information Systems Applications.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Computational Neuroscience = Third Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8–10, 2021, Revised Selected Papers /
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