AI3SD Video: Event detection in single-molecule data - how to find molecular signatures without (too many) prior assumptions

Tim Albrecht
Data from single-molecule experiments, such as from current-time or conductance-distance spectroscopy or sensors, are often "noisy" and characterised by complex molecular behaviour. In some cases, extracting the physically relevant information may be based on supervised approaches, i.e. where labelled data are available for training. In other cases, such data are either not available or it may simply be undesirable to make a priori assumptions about the molecular characteristics, for example to prevent loss of information...
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