Project centers in Chennai

IEEE Final Year Project Topics for CSE

Base Paper Title

Sparse Artificial Neural Networks Using a NovelSmoothed LASSO Penalization

Our Title

IEEE Project Abstract

Artificial neural networks are increasingly beingused for a variety of machine learning problems. However,increased density of interconnections in artificial neural networksleads to high computational and power requirements. One wayto reduce the power is to reduce the number of interconnectionswhich can be achieved using LASSO techniques. In this paper,we propose an alternative smoothing function to LASSO regularization and an incremental pruning algorithm on feedforwardartificial neural networks with an aim of achieving maximallysparse networks with minimal performance degradation. Wecompare the results obtained using the proposed smoothingfunction with the existing smoothing functions. Further, we alsoevaluate the performance of the proposed incremental pruningalgorithm.

Existing System

Drawback of Existing System

Proposed System

Advantage of Proposed System

Enhancement from Base Paper


Technology Used : Hardware & Software

Existing Algorithm

Proposed Algorithm

Advantages of Proposed Algorithm

Project Modules

Literature Survey


Future Work

To View the Base Paper Abstract Contents

Refer Your Friend
Refer Another Friend
Thanks for Referring Your Friend / Relation

Now it is Your Time to Shine.

Great careers Start Here.

We Guide you to Every Step

Success! You're Awesome

Thank you for filling out your information!

We’ve sent you an email with your Final Year Project PPT file download link at the email address you provided. Please enjoy, and let us know if there’s anything else we can help you with.

To know more details Call 900 31 31 555

The WISEN Team