IEEE Conference on Cybernetics and Intelligent Systems, 2004.
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Hands-free control of power wheelchairs using Bayesian neural network classification
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This paper describes the formulation and implementation of Bayesian neural networks for head-movement classification in a hands-free wheelchair navigation system. Bayesian neural network training adjusts the weight decay parameters automatically to their near-optimal values that give the best generalisation. Moreover, no separate validation set is used so all available data can be used for trainin......
#Wheelchairs #Bayesian methods #Neural networks #Power engineering and energy #Paper technology #Australia #Electronic mail #Magnetic heads #Automatic control #Computer networks