A new algorithm is proposed for inferring the number of transmembrane regions of transmembrane proteins from two dimensional vector trajectories consisting of hydropathy index and charge of amino acids by stochastic dynamical system models. The prediction accuracy of a preliminary experiment is 94%. Since no fine-tuning is done, this appears encouraging.
|Title of host publication
|2003 IEEE 13th Workshop on Neural Networks for Signal Processing, NNSP 2003
|Institute of Electrical and Electronics Engineers Inc.
|Number of pages
|Published - 2003 Jan 1
|13th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2003 - Toulouse, France
Duration: 2003 Sept 17 → 2003 Sept 19
|Neural Networks for Signal Processing - Proceedings of the IEEE Workshop
|13th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2003
|03/9/17 → 03/9/19
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Artificial Intelligence
- Computer Networks and Communications
- Signal Processing