Efficient design of feedforward network for pattern classification
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 10, Issue 4
Abstract
A feedforward neural network is a computing device whose processing units (the nodes) are distributed in adjacent layers connected through unidirectional links (the weights).Feedforward networks are widely used for pattern recognition. Here two feedforward networks are taken into consideration, Multi Layer Perceptron and Radial Basis Network. while designing these networks problem involves in finding the architecture which is efficient in terms of training time. In this paper different data samples will be presented to RBF and Multi Layer network and the best network selection will be done on the basis of minimum time taken by the network for training
Authors and Affiliations
Preksha Pareek
The Evaluation of (CapEx/OpEx) Cost reduction of IPTV Service delivery using SDN Solution
This paper aims to quantify and evaluate the cost saving of offering IPTV service through the ‘Gold’ Network Solutions implemented in IPTV SMC ISP data center; SDN and NFV.Recently, the demand for Streaming services like...
Improved Product Ranking For Recommendation Systems
Abstract: In the new area of information technology, the most important and recognition machine learning technique is Recommender engine. Vast numbers of knowledge discovery techniques are applied by recommender system t...
Resource Aware Node Authentication Framework for Secure MANET
Abstract: MANET comprises mobile nodes, which are links to each other by wireless connections without any base infrastructure. MANETs are vulnerable to security attack due to their features such as autonomous natur...
MAC Protocols: A Review
Mobile adhoc networks (MANETS) are infrastructureless networks which uses radio signals, to establish communication among mobile nodes. MANET media is open shared media, multiple mobile nodes may access the...
Credit Card Duplication and Crime Prevention Using Biometrics
A phenomenal growth in the number of credit card transactions, especially for on-line purchases, has also led to a substantial rise in fraudulent activities. Credit card fraudulent transactions are very easy to c...