Neuro-fuzzy Modeling of Multi-field Surface Neuroprostheses for Hand Grasping Hardback
by Eukene Imatz Ojanguren
Part of the Springer Theses series
Hardback
Description
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.
Information
-
Item not Available
- Format:Hardback
- Pages:135 pages, 67 Illustrations, color; 23 Illustrations, black and white; XVII, 135 p. 90 illus., 67 il
- Publisher:Springer Nature Switzerland AG
- Publication Date:13/11/2018
- Category:
- ISBN:9783030027346
Information
-
Item not Available
- Format:Hardback
- Pages:135 pages, 67 Illustrations, color; 23 Illustrations, black and white; XVII, 135 p. 90 illus., 67 il
- Publisher:Springer Nature Switzerland AG
- Publication Date:13/11/2018
- Category:
- ISBN:9783030027346
