Performance Analysis of Hopfield Network Associative Memory using Evolutionary Algorithm for Superimposed Images of Numerals
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2015, Vol 2, Issue 7
Abstract
This paper presents the implementation of a Hebbian learning rule and genetic algorithm to store and later, recall of superimposed images of numerals in Hopfield network associative memory. A set of ten objects (i.e. 0 to 9 numerals) has been considered as the pattern set. In the Hopfield network associative memory, the weighted code of input patterns provides an auto-associative function in the network. The storing of images is done by hebbian learning rule and recalling is done by using both hebbian rule and genetic algorithm. The simulated results shows that the genetic algorithm gives efficient results as compared to hebbian rule for superimposed images of numerals
Authors and Affiliations
Ruby Panwar
Keywords
Related Articles
- EP ID EP241085
- DOI -
- Views 106
- Downloads 0
The Enhancement of Sperm Retrieval Rate in Cases of Non-Obstructive Azoospermia Via Collagenase IV Enzyme Treatment in Combination with Mechanical Extraction
In cases of non-obstructive azoospermia (NOA), enzymatic digestion and mechanical treatment can be applied for the extraction of vital spermatozoa from the testicular tissues obtained by the microscopic testicular sperm...
Political Culture in Indian Society
Abstract
Adaptive Fuzzy Logic Based Speed Control of Permanent Magnet Synchronous Motor Using FPGA
The proposed project reveals the FPGA based Sensor-less speed control of permanent magnet synchronous motor (PMSM) by using adaptive fuzzy logic technique. The FPGA scheme integrates Fuzzy logic control technique and spa...
Full Authority Digital Engine Control (FADEC)
Full Authority Digital Engine Control (FADEC) Systems is a system consisting of a digital computer and ancillary components that control an aircraft’s engine and propeller. The system consists of a digital computer, call...
Synthesis and biocidal screening of 4-biphenyl acetamides derivatives.
The present paper deals with the synthesis of 4-biphenyl acetic acid amides by condensation of corresponding acid chlorides with suitable amines. the structure of newly synthesized compounds were elucidated on the basis...