Course Title : Systems Bioinformatics

Code 91190
Course Year 3rd year
Term 2nd term
Class day & Period
Location
Credits 2
Restriction No Restriction
Lecture Form(s) Lecture
Language
Instructor

Course Description

This course overviews mathematical models and computational methods in systems biology. In particular, this course explains how such methods as graph theory, machine learning, optimization, and nonlinear differential equations are applied to analyses of biological networks, neural networks and evolution of biological sequences. This course is given in Japanese.

Grading

See Japanese page for details.

Course Goals

See Japanese page for details.

Course Topics

Theme Class number of times Description
Overview of systems bioinformatics 1
Network biology 1
Analysis of metabolic networks 1
Analysis of protein-protein interaction 1
Analysis of gene expression data 1
Population genetics and genetic algorithms 4〜5
Mathematical models and analyses of neural networks 2
Phylogenetic trees 2〜3
Concluding remarks 1

Textbook

Textbook(supplemental)

Prerequisite(s)

None

Web Sites

Additional Information