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Mean Threshold and ARNN Algorithms for Classification of EEG Commands
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Mean Threshold and ARNN Algorithms for Classification of EEG Commands Paperback -

by Thanh Hai Nguyen (Editor)

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From the publisher

This book introduces two Autoregressive Neural Network (ARNN) and mean threshold methods for recognizing eye commands for control of an electrical wheelchair using Electroencephalogram (EEG) technology. Eye movements such as "eyes open", "eyes blink", "glancing left" and "glancing right" . A Hamming low pass filter was applied to remove artifacts of eye signals for extracting the frequency ranges. An AR model was employed to produce coefficients, containing features of the EEG eye signals. The coefficients obtained were inserted the input layer of a neural network model to classify the eye activities. In addition, a mean threshold algorithm was applied for classifying eye movements. In comparison of two recognition methods, the purpose was to find the better one for applying in the electrical wheelchair.

Details

  • Title Mean Threshold and ARNN Algorithms for Classification of EEG Commands
  • Author Thanh Hai Nguyen (Editor)
  • Binding Paperback
  • Pages 52
  • Volumes 1
  • Language ENG
  • Publisher LAP Lambert Academic Publishing
  • ISBN 9783659572142 / 3659572144
  • Weight 0.2 lbs (0.09 kg)
  • Dimensions 9 x 6 x 0.12 in (22.86 x 15.24 x 0.30 cm)
  • Category Music/Songbooks

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Mean Threshold and Arnn Algorithms for Classification of Eeg Commands
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Mean Threshold and Arnn Algorithms for Classification of Eeg Commands

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ISBN 10 / ISBN 13
9783659572142 / 3659572144
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VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG , pp. 52 . Papeback. New.
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A$101.44
A$5.79 Delivery to USA
Mean Threshold and ARNN Algorithms for Classification of EEG Commands
Stock photo: cover may vary

Mean Threshold and ARNN Algorithms for Classification of EEG Commands

by Nguyen, Thanh Hai

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9783659572142 / 3659572144
Quantity available
6
Seller
Item price
A$104.60
A$21.78 Delivery to USA

Show details

Description:
LAP Lambert Academic Publishing, 2014-07-09. paperback. New. 5.91x0.12x8.66. Buy with confidence. Excellent Customer Service & Return policy.
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Item price
A$104.60
A$21.78 Delivery to USA