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Maximum entropy models of biological data

Prelegent(ci)
Thierry Mora
Afiliacja
Laboratoire de Physique Statistique, Ecole Normale Supérieure
Termin
13 marca 2013 10:30
Pokój
p. 5820
Seminarium
Seminarium „Biologia obliczeniowa i bioinformatyka”

Biology has many examples of systems of agents acting collectively in fundamentally different ways than they would individually. Maximum entropy models provide a useful tool for analysing these collective phenomena directly from data. We will review examples in neural networks, bird flocks and DNA binding site sequences.