Lecture notes for 2010 summer school on Quantitative Evolutionary and Comparative Genomics

G. Tkacik, in:, Elsevier, 2010.

Conference Paper | Published
Abstract
These are notes for a set of 7 two-hour lectures given at the 2010 Summer School on Quantitative Evolutionary and Comparative Genomics at OIST, Okinawa, Japan. The emphasis is on understanding how biological systems process information. We take a physicist's approach of looking for simple phenomenological descriptions that can address the questions of biological function without necessarily modeling all (mostly unknown) microscopic details; the example that is developed throughout the notes is transcriptional regulation in genetic regulatory networks. We present tools from information theory and statistical physics that can be used to analyze noisy nonlinear biological networks, and build generative and predictive models of regulatory processes.
Publishing Year
Date Published
2010-06-22
Conference
Summer School on Quantitative Evolutionary and Comparative Genomics
IST-REx-ID

Cite this

Tkacik G. Lecture notes for 2010 summer school on Quantitative Evolutionary and Comparative Genomics. In: Elsevier; 2010.
Tkacik, G. (2010). Lecture notes for 2010 summer school on Quantitative Evolutionary and Comparative Genomics. Presented at the Summer School on Quantitative Evolutionary and Comparative Genomics, Elsevier.
Tkacik, Gasper. “Lecture Notes for 2010 Summer School on Quantitative Evolutionary and Comparative Genomics.” Elsevier, 2010.
G. Tkacik, “Lecture notes for 2010 summer school on Quantitative Evolutionary and Comparative Genomics,” presented at the Summer School on Quantitative Evolutionary and Comparative Genomics, 2010.
Tkacik G. 2010. Lecture notes for 2010 summer school on Quantitative Evolutionary and Comparative Genomics. Summer School on Quantitative Evolutionary and Comparative Genomics
Tkacik, Gasper. Lecture Notes for 2010 Summer School on Quantitative Evolutionary and Comparative Genomics. Elsevier, 2010.

Link(s) to Main File(s)
Access Level
OA Open Access

Export

Marked Publications

Open Data IST Research Explorer

Search this title in

Google Scholar