The use of neural network approach in the planning of the sequence to augment existing methods and tools for product development and manufacturing.
A brief insight on applications of recurrent neural networks to general optimization problems in diverse fields such as mechanical, electrical and industrial engineering, operational research, management sciences, computer sciences, system analysis, economics, medical sciences, manufacturing...
A study in the applications of direct neural control (DNC) based on back propagation neural networks (BPN) with specialized learning architecture applied to the speed control of DC servo motor.
A study in the new developments and usage of Cellular Neural Networks (a parallel computing paradigm were communication is allowed only between neighboring units) for application to image processing.
A study to develop robust learning algorithms with variable or adaptive learning coeficients to obtain a tradeoff between the stability and fast convergence speed.
An overview on general classes of nonlinear systems based on mathematical theories and Lyapunov stability theories developed for applications to a controlled plant in a class of non-affine nonlinear implicit function and smooth with consideration to the control input.
A summary on the methodology used for on-line object recognition, based on artificial neural networks for identification and classification purposes. Robust algorithms for perimeter, centroid calculations, object functions and pose estimation bare presented.
A paper that investigates the potential of recurrent spiking neurons for classification problems. It presents a hybrid approach based on the paradigm of Reservoir Computing. The practical applications based on recurrent spiking neurons are limited due to the lack of learning algorithms. Most of...
A paper that addresses the sliding mode control (SMC) of n-link robot manipulators by using of intelligent methods including fuzzy logic and neural network strategies. Three control strategies were used. In the first was the design of a sliding mode control with a PID loop for robot manipulator...