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Computational Neuroscience : Third Latin American Workshop, LAWCN 2021, São Luís, Brazil, December 8-10, 2021, Revised Selected Papers / edited by Paulo Rogério de Almeida Ribeiro, Vinícius Rosa Cota, Dante Augusto Couto Barone, Alexandre César Muniz de Oliveira.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1519
- Communications in Computer and Information Science, 1865-0937 ; 1519
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer vision.
- Computer systems.
- Application software.
- Artificial Intelligence.
- Computer Vision.
- Computer System Implementation.
- Computer and Information Systems Applications.
- Local Subjects:
- Artificial Intelligence.
- Computer Vision.
- Computer System Implementation.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XIII, 263 pages) : 125 illustrations, 102 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-08443-0
- 9783031084430
- Access Restriction:
- Restricted for use by site license.
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