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Prototype of an Interactive Toy from Lego Robotics Kits for Children with Autism

Year: 2014 Volume: 8 Issue: 9 1751 - 1755 Pages

• Authors:
• Ricardo A. Martins
• Matheus S. da Silva
• Gabriel H. F. Iarossi
• Helen C. M. Senefonte
• Cinthyan R. S. C. de Barbosa

Abstract: This paper is the development of a concept of the man/robot interaction. More accurately in developing of an autistic child that have more troubles with interaction, here offers an efficient solution, even though simple; however, less studied for this public. This concept is based on code applied thought out the Lego NXT kit, built for the interpretation of the robot, thereby can create this interaction in a constructive way for children suffering with Autism.

• Keywords:
• Lego NXT
• autism
• ANN (Artificial Neural Network)
• Backpropagation.

A Study on Neural Network Training Algorithm for Multiface Detection in Static Images

Year: 2010 Volume: 4 Issue: 2 308 - 311 Pages

• Authors:
• Zulhadi Zakaria
• Nor Ashidi Mat Isa
• Shahrel A. Suandi

Abstract: This paper reports the study results on neural network training algorithm of numerical optimization techniques multiface detection in static images. The training algorithms involved are scale gradient conjugate backpropagation, conjugate gradient backpropagation with Polak-Riebre updates, conjugate gradient backpropagation with Fletcher-Reeves updates, one secant backpropagation and resilent backpropagation. The final result of each training algorithms for multiface detection application will also be discussed and compared.

• Keywords:
• training algorithm
• multiface
• static image
• neural network