Distinguished Lectures: Seminari
"Molecules as Automata"
Aula Magna di Anatomia Comparata - BES -
Via Selmi, 3 (second floor) 7th september 2009 at 16.00 pm
Luca Cardelli (Microsoft Research)
Title:
"Molecules as Automata"
Abstract
We describe chemical and biochemical systems as collectives of
interacting stochastic automata: each automaton represents a
molecule that undergoes state transitions. This framework
constitutes an artificial biochemistry, where automata interact by
the equivalent of the law of mass action. We analyze systems and
networks, both by stochastic and continuous methods, and relate the
two approaches, building a formal connection between automata
theory and the standard chemistry of diluted well-mixed solutions.
From a systems biology perspective, interacting automata are a
computational framework inspired by biochemistry, used to model and
analyze biochemical systems. But conversely, from a synthetic
biology perspective, it is also possible to take an arbitrary set
of automata and implement them as molecules. In particular, recent
advances in DNA strand displacement techniques provide a systematic
and compositional implementation of heterogeneous concurrent
collections of interacting automata.
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