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Neuro-fuzzy Modeling of Multi-field Surface Neuroprostheses for Hand Grasping

Neuro-fuzzy Modeling of Multi-field Surface Neuroprostheses for Hand Grasping

Eukene Imatz Ojanguren

48,48 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2019
Materia
Inteligencia artificial
ISBN:
9783030027360
48,48 €
IVA incluido
Disponible

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Sobre IBD

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.

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Otros libros del autor

  • Neuro-fuzzy Modeling of Multi-field Surface Neuroprostheses for Hand Grasping
    Eukene Imatz Ojanguren
    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 sy...