Search UTSePress Research

Advanced Search

Browse

All of UTSePress Research

My Account

UTSePress Research Home
>
Browsing by Author

Browsing by Author "Taylor Philip"

Now showing items 1-6 of 6

Bayesian Neural Network Classification of Head Movement Direction Using Various Advanced Optimisation Training Algorithms

Nguyen Hung; Nguyen Thanh Son; Taylor Philip (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2006)

Head movement is one of the most effective hands-free control modes for powered wheelchairs. It provides the necessary mobility assistance to severely disabled people and can be used to replace the joystick directly. ...
Hands-Free Control of Power Wheelchairs Using Bayesian Neural Network Classification

Nguyen Hung; Nguyen Thanh Son; Taylor Philip (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2004)

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 ...
Hands-free Head-movement Gesture Recognition Using Artificial Neural Networks and the Magnified Gradient Function

Nguyen Hung; King Leslie; Taylor Philip (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2005)

This paper presents a hands-free head-movement gesture classification system using a Neural Network employing the Magnified Gradient Function (MGF) algorithm. The MGF increases the rate of convergence by magnifying the ...
Head Direction Command Classification using an Adaptive Optimal Bayesian Neural Network

Nguyen Thanh Son; Taylor Philip; Nguyen Hung; Middleton James (InternationalSar, 2007)

Mobility has become very important for our quality of life. Head movement is a natural form of pointing and can be used to directly replace the joystick for severely disabled people. In this paper, we describe the ...
Improved Head Direction Command Classification Using An Optimized Bayesian Neural Network

Nguyen Thanh Son; Nguyen Hung; Taylor Philip; Middleton James (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2006)

Assistive technologies have recently emerged to improve the quality of life of severely disabled people by enhancing their independence in daily activities. Since many of those individuals have limited or non-existing ...
Performance of a Head-Movement Interface for Wheelchair Control

Taylor Philip; Nguyen Hung (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2003)

Head movement has been used as a control interface for people with motor impairments in a range of applications. Chin operated joysticks and switch arrays have been incorporated in control systems for electric ...

Now showing items 1-6 of 6

Browsing by Author "Taylor Philip"

UTSePress Research/Manakin Repository

Search UTSePress Research

Browse

All of UTSePress Research

My Account

Browsing by Author "Taylor Philip"