Simone Surace
Position:
Postdoc --
ended Dec 2017
Email:
surace@ini.uzh.ch
Work phone:
044/635 .. ..
Location:
55g87
Supervisor
Jean-Pascal Pfister
Sub-Projects
Mutual information and filtering of stochastic spiking channels
Optimal nonlinear filtering with neural networks
Statistical model for intracellular in vivo recordings
Publications
2018
Henning, Christian and von Oswald, Johannes and Sacramento, Joao and Surace, Simone Carlo and Pfister, Jean-Pascal and Grewe, Benjamin F.
Approximating the Predictive Distribution via Adversarially-Trained Hypernetworks
,
Bayesian Deep Learning Workshop, NeurIPS (Spotlight)
, 2018
Surace S.C., Pfister J.P., Gerstner W. and Brea J.
On the choice of metric in gradient-based theories of brain function
,
arXiv
, 2018
2017
Anna Kutschireiter, Simone Carlo Surace, Henning Sprekeler, Jean-Pascal Pfister
Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception
,
Nature Scientific Reports
, 7:(1), 2017
pdf
Surace, S. C. and Kutschireiter, A. and Pfister, J.-P.
How to avoid the curse of dimensionality: scalability of particle filters with and without importance weights
,
arXiv.org
, 2017
pdf
Surace, Simone Carlo and Pfister, Jean-Pascal
Online Maximum Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes
,
ArXiv - Mathematics
, 2017
pdf
2016
Anna Kutschireiter, Simone Carlo Surace, Henning Sprekeler, Jean-Pascal Pfister
The Neural Particle Filter
,
ArXiv
, 2016
2015
Kutschireiter, A. and Surace, S.C. and Sprekeler, H and Pfister, J.P.
A Neural Implementation for Nonlinear Filtering
,
ArXiv
, 1508.06818:, 2015
paper
Surace, Simone Carlo and Pfister, Jean-Pascal
A Statistical Model for In Vivo Neuronal Dynamics
,
PLOS ONE
, 10:(11), 2015
paper
2014
Surace, Simone Carlo and Pfister, Jean-Pascal
A statistical model for in vivo neuronal dynamics
,
ArXiv
, 2014
paper
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