Kohonen Neural Network Investigation of the Effects of the Visual, Proprioceptive and Vestibular Systems to Balance in Young Healthy Adult Subjects

• Published in: Healthcare (Basel) Vol. 9; no. 9; p. 1219
• Main Authors: Ojie, Oseikhuemen Davis, Saatchi, Reza
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 16.09.2021; MDPI
• Subjects: Adults; Age; Balance; Gait; Generalized linear models; Medical diagnosis; Multiple sclerosis; Neighborhoods; Neural networks; Neurons; Older people; Posture; Standard deviation

Kohonen neural network (KNN) was used to investigate the effects of the visual, proprioceptive and vestibular systems using the sway information in the mediolateral (ML) and anterior-posterior (AP) directions, obtained from an inertial measurement unit, placed at the lower backs of 23 healthy adult...