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Titlebook: Neuro-fuzzy Modeling of Multi-field Surface Neuroprostheses for Hand Grasping; Eukene Imatz Ojanguren Book 2019 Springer Nature Switzerlan

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發(fā)表于 2025-3-21 17:27:05 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Neuro-fuzzy Modeling of Multi-field Surface Neuroprostheses for Hand Grasping
編輯Eukene Imatz Ojanguren
視頻videohttp://file.papertrans.cn/664/663830/663830.mp4
概述Nominated as an outstanding PhD thesis by the Intelligent Control Engineering group of the Comité Espa?ol de Automática (CEA).Proposes the use of fuzzy neural networks to model hand movements induced
叢書名稱Springer Theses
圖書封面Titlebook: Neuro-fuzzy Modeling of Multi-field Surface Neuroprostheses for Hand Grasping;  Eukene Imatz Ojanguren Book 2019 Springer Nature Switzerlan
描述This thesis presents a novel?.neuro-fuzzy modeling approach.?for grasp neuroprostheses. At first, it offers a detailed study of discomfort due to the application of Functional Electrical Stimulation to the upper limb. Then, it discusses briefly previous methods to model hand movements induced by FES with the purpose of introducing the new modeling approach based on intelligent systems. This approach is thoroughly described in the book, together with the proposed application to induce hand and finger movements by means of a surface FES system based on multi-field electrodes. The validation tests, carried out on both healthy and neurologically impaired subjects, demonstrate the efficacy of the proposed modeling method. All in all, the book proposes an innovative system based on fuzzy neural networks that is expected to improve the design and validation of advanced control systems for non-invasive grasp neuroprostheses..
出版日期Book 2019
關(guān)鍵詞Multi-field FES Technology; Multi-field Electrodes; Selective Stimulation; Surface Neuroprostheses for
版次1
doihttps://doi.org/10.1007/978-3-030-02735-3
isbn_ebook978-3-030-02735-3Series ISSN 2190-5053 Series E-ISSN 2190-5061
issn_series 2190-5053
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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Discomfort Analysis,lti-field electrodes make possible. Although asynchronous stimulation has been mainly used in latest research with multi-field electrodes [., .], synchronous stimulation is an alternative stimulation method that can be also applied with multi-field electrodes. The reason why these experiments were f
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Computational Intelligence,cal processing techniques for developing systems that simulate intelligent behavior by giving outputs based on experimental evidence and prior knowledge [.]. Hence, CI techniques properly suit complex, nonlinear, time varying or stochastic processes. Although CI is a wide interdisciplinary area cove
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Neuro-Fuzzy Model - Part 1,arding analytical methods, to date only one simplified model for FES-induced hand movements with surface multi-field electrodes has been published [.]. It was designed for control purposes, where electrode configuration was predefined and remained constant. However, electrode configuration and FES a
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intersection of space, cultures, technology, and the senses. Acoustic ecology is an interdisciplinary framework from the 1970s for documenting, analyzing, and transforming sonic environments: an early model of the cross-boundary thinking and multi-modal practices now common across the digital human
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