PhD in Computer Science

PhD course on “Informational Genomics: information content of genomes and its divergence from randomness”

Period
March 10 - 19

Series to which this belongs

33° ciclo
34° ciclo
35° ciclo

Description

Introduction to the course. Basic notions. Genomes as DNA strings. (1 hour)
Distributions. Statistical indexes and Chebyshev inequality. Distribution distances. (2 hours)
Information and information sources. From physical to informational Entropy. (2 hours)
Entropy and mutual entropy. Entropy Circular Principle. Entropic divergence.  (2 hours)
Genomes as information sources. Genomic distributions. (2 hours)
Informational genomic indexes. Relations among informational indexes. (2 hours)
Random genomes. Random log normality principle. Logarithmic bounds of randomness (2 hours) 
 

Attachments

Documents
  • pdf   Flyer   (pdf, it, 574 KB, 27/05/20)