slugReducing Error Signal in Multilayer Perceptron Neural Networks using MLP for Label Ranking
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2013, Vol 1, Issue 5
Abstract
This paper describes a simple tactile probe for identifying error signal in Multilayer. In multilayer having the number of hidden layers error signal can be process as irrespective manner so difficult to find out the error signal. The multilayer perceptron having the number of hidden layers with one output layer. This networks are fully connected i.e. a neuron in any layer of this network is connected to all the nodes/neurons in the previous layer signal flow through the network progress in a forward direction from left to right and on a layer by layer. In this networks we can identify the two kinds of networks. First one is Function Signal-A function signal is an input signal that comes in at the Input end of the network. Second one is Error Signal- an error signal originates at an output neuron of the network and propagates backward i.e. layer by layer through the network. In this paper, we adapt a multilayer perceptron algorithm for label ranking. We focus on the adaptation of the BackPropagation (BP) mechanism.
Authors and Affiliations
Kalyana Chakravarthy Dunuku, V. Saritha
Keywords
Related Articles
- EP ID EP17728
- DOI -
- Views 373
- Downloads 13
A Comparative Study between Z-Source Inverter and Voltage Source Inverter for Induction Motor Drive
This paper presents comparative performance characteristics of Z-source inverter (ZSI) fed Induction Motor (IM) drives with traditionally used voltage source inverter (VSI) fed Induction Motor (IM) drives. As ZSI has un...
Analysis of Library Data Using Pig Latin
As per the advancement in organizations across the world in public as well as private sectors have made unprecedented growth in data. The massive growth in data is increased day by day. This massive growth of data or hi...
Performance Analysis of QoS Oriented Path Length Based Wavelength Assignment Algorithm Strategy
This paper addresses the issue of providing Quality of Service (QoS) for all optical networks. In this paper, an efficient QoS oriented path length based wavelength assignment strategy for wavelength routed WDM networks...
Smart Automated Video Conference Room System
The aim is to design the automated video conference room system, placed at the center of conference table and use the two voice sensor to locate the speaker in order to capture the face of speaker or person currently sp...
Domain Based Categorisation Using Adaptive Preprocessing
As the number users accessing network for various purposes increases and simultaneously size of the Network and Internet traffic increase so, there is need for categorization web pages according to domain for easy acces...