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Simone Carlo Surace
Simone Carlo Surace
Postdoctoral fellow, Department of Physiology, University of Bern and Institute for Neuroinformatics
Verified email at unibe.ch
Title
Cited by
Cited by
Year
Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception
A Kutschireiter, SC Surace, H Sprekeler, JP Pfister
Scientific reports 7 (1), 8722, 2017
462017
How to avoid the curse of dimensionality: Scalability of particle filters with and without importance weights
SC Surace, A Kutschireiter, JP Pfister
SIAM review 61 (1), 79-91, 2019
422019
Online maximum-likelihood estimation of the parameters of partially observed diffusion processes
SC Surace, JP Pfister
IEEE transactions on automatic control 64 (7), 2814-2829, 2018
272018
Approximating the predictive distribution via adversarially-trained hypernetworks
C Henning, J von Oswald, J Sacramento, SC Surace, JP Pfister, ...
Yarin, 2018
242018
On the choice of metric in gradient-based theories of brain function
SC Surace, JP Pfister, W Gerstner, J Brea
PLoS computational biology 16 (4), e1007640, 2020
172020
The Hitchhiker’s guide to nonlinear filtering
A Kutschireiter, SC Surace, JP Pfister
Journal of Mathematical Psychology 94, 102307, 2020
162020
Gauge freedom within the class of linear feedback particle filters
E Abedi, SC Surace
2019 IEEE 58th Conference on Decision and Control (CDC), 666-671, 2019
52019
Approximate nonlinear filtering with a recurrent neural network
A Kutschireiter, SC Surace, H Sprekeler, JP Pfister
BMC Neuroscience 16, 1-2, 2015
42015
A Statistical Model for In Vivo Neuronal Dynamics
SC Surace, JP Pfister
Plos one 10 (11), e0142435, 2015
42015
Learning as filtering: Implications for spike-based plasticity
J Jegminat, SC Surace, JP Pfister
PLoS computational biology 18 (2), e1009721, 2022
32022
Asymptotically exact unweighted particle filter for manifold-valued hidden states and point process observations
SC Surace, A Kutschireiter, JP Pfister
IEEE Control Systems Letters 4 (2), 480-485, 2019
32019
The neural particle filter
A Kutschireiter, SC Surace, H Sprekeler, JP Pfister
arXiv preprint arXiv:1508.06818, 2015
32015
Point interactions in nonrelativistic quantum mechanics
SC Surace
Bachelor Thesis, Bern 5, 2010
32010
Towards a Functional Understanding of Short-term Plasticity and the Development of a Statistical Model of in Vivo Neuronal Dynamics
SC Surace
Medizinische Fakultät der Universität Bern, 2015
22015
A neural implementation for nonlinear filtering
A Kutschireiter, SC Surace, H Sprekeler, JP Pfister
Neurons and Cognition 1508 (q-bio. NC), qbio. NC, 2015
22015
A unification of weighted and unweighted particle filters
E Abedi, SC Surace, JP Pfister
SIAM journal on control and optimization 60 (2), 597-619, 2022
12022
Efficient sampling-based Bayesian Active Learning for synaptic characterization
C Gontier, SC Surace, I Delvendahl, M Müller, JP Pfister
PLoS computational biology 19 (8), e1011342, 2023
2023
Asymptotically exact unweighted particle filter for manifold-valued hidden states and point process observations
S Carlo Surace, A Kutschireiter, JP Pfister
arXiv e-prints, arXiv: 1907.10143, 2019
2019
On the choice of metric in gradient-based theories of brain function
S Carlo Surace, JP Pfister, W Gerstner, J Brea
arXiv e-prints, arXiv: 1805.11851, 2018
2018
Online Maximum Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes
S Carlo Surace, JP Pfister
arXiv e-prints, arXiv: 1611.00170, 2016
2016
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