Chapter 1 Biological Information Processing
We are going to explore some of ideas in Biological Information
Processing. We find that a lot of this material is
difficult to find in an accessible form. There a parts of this
area that are slanted heavily towards computer science and
software engineering; other parts towards physics and chemistry; and,
of course, other parts towards various areas of biology.
We use the following references for these things:
-
In The Book of Genesis:
Exploring Realistic Neural Models with the GEneral
NEural SImulation System, by Bower and Beeman ( 1),
there is the standard reference
book to the Genesis Modeling Language. This only
runs on unix systems so there certainly is a big start up cost
for this one!
- In Ionic Channels of Excitable Membranes by Hille, ( 2),
we see a great book on ion channels
in general and in
"Classical Biophysics of the Squid Giant Axon"
( 3, we see a particular chapter devoted to
the biophysics of the squid axonal fiber.
- The book Foundations of Cellular Neurophysiology
by Johnston and Wu, ( 4), is a detailed reference to
cellular physiology. In "Hodgkin and Huxley's
Analysis of the Squid Giant Axon",
( 5), we note the particular chapter
devoted to the Hodgkin and Huxley analysis of the
giant squid axon.
- The chapter "Multiple Channels and Calcium
Dynamics", in Methods of Neuronal Modeling edited by
Koch and Segev, ( 8), is a reference to a very detailed
mathematical model for the generation of the
output pulse of a neuron that does include
second messenger effects. Although quite old, it is
still very useful to read.
- The two volumes of Cellular Biophysics, Volume 1, Transport
and Volume 2, Electrical Properties, ( 9) and
( 10), give a thorough treatment of this area.
In the chapter "The Hodgkin - Huxley Model" in Volume 2,( 11),
we reference a particular treatment of the Hodgkin - Huxley models.
Also, there is a lot of handwritten material on these sorts of
topics in the lecture notes ( 7) which are
available upon request.