Now showing items 1-7 of 7
Tracking Facial Expressions by Using Stereoscopy Video and Back Propagation Neural Network
(Kathmandu University Journal of Science, Engineering and Technology, 2013-01-16)
Backpropagation through Time Algorithm for Training Recurrent Neural Networks using Variable Length Instances
(Computación y Sistemas; Vol. 17 No. 1, 2013-03-06)
Abstract: Artificial Neural Networks (ANNs) are grouped within connectionist techniques of Artificial Intelligence. In particular, Recurrent Neural Networks are a type of ANN which is widely used in signal reproduction ...
NN-AirPol: a neural-networks-based method for air pollution evaluation and control
A method for air pollution evaluation and control, based on one of the most popular neural networks – the backpropagation algorithm, is proposed. After the backpropagation training, the neural network, based on weather ...
A fuzzy backpropagation algorithm
This paper presents an extension of the standard backpropagation algorithm (SBP). The proposed learning algorithm is based on the fuzzy integral of Sugeno and thus called fuzzy backpropagation (FBP) algorithm. Necessary ...
Quick fuzzy backpropagation algorithm
A modification of the fuzzy backpropagation (FBP) algorithm called QuickFBP algorithm is proposed, where the computation of the net function is significantly quicker. It is proved that the FBP algorithm is of exponential ...
Personalization of web based interactive systems using computational intelligence techniques
The research presented in this paper focuses on personalization of WBIS using computational intelligence (CI) methods. The scope of this research is first given and then developments in each aspect are explained. Taxonomy ...
Fast Object Recognition for Grasping Tasks using Industrial Robots
(Revista Computación y Sistemas; Vol. 16 No. 4, 2010-12-10)
Abstract: Working in unstructured assembly robotic environments, i.e. with unknown part location; the robot has to accurately not only to locate the part, but also to recognize it in readiness for grasping. The aim of this ...