Daniela Pamplona
ENSTA- IPParis
Postdoc
Space variant properties of the retina: an ecological approach
Shifted White Noise: an efficient stimulus for Receptive Fields Estimation
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From 2009 to 2014, I was a PhD candidate at the Frankfurt Institute for Advanced Studies. I was working with Constantin Rothkopf and Jochen Triesch on the modeling the variability of Retinal Ganglion Cells directly from the statistics of naturalistic images across the field of view.
From 2014 to 2016, I was a postdoc at the Biovision team, INRIA Sophia Antipolis, working with Pierre Kornprobst and Bruno Cessac . We were working in methods for analysing (retinal) spiking data. At the single cell level, we have proposed a new stimulus for an efficient estimation of receptive fields, the shifted stimulus. At the population level, we worked in a method that assuming a leaky-integrate-and-fire model it learns the population connectivity from an empirical raster.
From 2017, I am a postdoc at U2IS, ENSTA-ParisTech, working with Antoine Manzanera. We are working in life long learning of visual representations, particularly in the problems of incremental learning and curiosity.