Protein secondary structure prediction using neural networks

Preeti Singh; Yan-Qing Zhang

doi:10.1117/12.541411

12 April 2004 Protein secondary structure prediction using neural networks

Preeti Singh, Yan-Qing Zhang

Proceedings Volume 5433, Data Mining and Knowledge Discovery: Theory, Tools, and Technology VI; (2004) https://doi.org/10.1117/12.541411
Event: Defense and Security, 2004, Orlando, Florida, United States

Abstract

The three dimensional structure of a protein affects the structural, functional and biological characteristics of the various cells and genes significantly. Therefore, prediction of the structure of a protein is the key to understanding the biological functions of proteins. In this paper, a new hybrid neural network has been proposed for predicting protein secondary structure. A new encoding scheme for representing amino acid protein sequences has also been designed which greatly reduces the convergence time of the prediction process.

Citation Download Citation

Preeti Singh and Yan-Qing Zhang "Protein secondary structure prediction using neural networks", Proc. SPIE 5433, Data Mining and Knowledge Discovery: Theory, Tools, and Technology VI, (12 April 2004); https://doi.org/10.1117/12.541411

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
6 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

CITATIONS

Cited by 3 scholarly publications.

Explore citations on Lens.org

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Proteins

Neural networks

Computer programming

RELATED CONTENT

Computational integration of renal histology and urinary proteomics using neural...
Proceedings of SPIE (April 04 2022)

Paraphrase generation and evaluation: a view from the trenches
Proceedings of SPIE (November 06 2019)

Enhanced computational imaging with encoding masks optimized by deep neural...
Proceedings of SPIE (April 12 2021)

Protein secondary structure prediction using support vector machine with advanced...
Proceedings of SPIE (April 12 2004)

Protein secondary structure prediction using different encoding schemes and neural...
Proceedings of SPIE (April 12 2004)

Alternative target functions for protein structure prediction with neural networks
Proceedings of SPIE (April 12 2004)

Object discrimination using neural networks
Proceedings of SPIE (September 16 1992)

Subscribe to Digital Library

Receive Erratum Email Alert

Keywords/Phrases

Search In:

Publication Years