The Biological Plausibility of the Blob Model – Københavns Universitet

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Datalogisk Institut, DIKU > Begivenhedsmappen > Begivenheder 2011 > The Biological Plausib...

The Biological Plausibility of the Blob Model

Thesis defence by Niels Bjørn Bugge Grathwohl

A biomolecular computer is a computer constructed using materials and concepts borrowed from the disciplines biochemistry and molecular biology.
So far, biomolecular computers have been more akin to specialized Boolean circuits than to a "computer" in the normal understanding of the word,
in the sense that each computer is constructed for one specific purpose, thus not being programmable.

The Blob Model is an abstract computational model that models a "biologically plausible," naturally programmable computer. This thesis concerns the actual realizability in biomolecular substrates of the Blob Model. We present the following results:

  1. A survey of existing work on biomolecular computation;
  2. A classification of computers into either of the two groups mechanically universal and linguistically universal, establishing a distinction between Turing-universality in the sense that any computable function can be built and Turing-universality in the sense that any computable function can be programmed;
  3. An evaluation of the realizability of the Blob Model in the context of DNA self-assembly, four different versions of biomolecular Boolean gates, and FokI restriction;
  4. Theoretical implementation scheme, disregarding the use of actual tested laboratory methods.

We find that the Blob Model cannot be realized in any one of the studied biomolecular substrates. This indicates that the Blob Model should be revised in order to maintain its biological plausibility.

Vejleder: Jakob Grue Simonsen, DIKU
Censor: Peter Sestoft, ITU