Wulfram Gerstner
Overview
Explore the profile of Wulfram Gerstner including associated specialties, affiliations and a list of published articles.
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112
Citations
4366
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Recent Articles
1.
Schmutz V, Brea J, Gerstner W
Phys Rev Lett
. 2025 Feb;
134(1):018401.
PMID: 39913719
Can spiking neural networks (SNNs) approximate the dynamics of recurrent neural networks? Arguments in classical mean-field theory based on laws of large numbers provide a positive answer when each neuron...
2.
Stanojevic A, Wozniak S, Bellec G, Cherubini G, Pantazi A, Gerstner W
Nat Commun
. 2024 Aug;
15(1):6793.
PMID: 39122775
Communication by rare, binary spikes is a key factor for the energy efficiency of biological brains. However, it is harder to train biologically-inspired spiking neural networks than artificial neural networks....
3.
Gastaldi C, Gerstner W
Adv Neurobiol
. 2024 Jul;
38:237-257.
PMID: 39008019
Memory engrams in mice brains are potentially related to groups of concept cells in human brains. A single concept cell in human hippocampus responds, for example, not only to different...
4.
Becker S, Modirshanechi A, Gerstner W
Behav Brain Sci
. 2024 May;
47:e94.
PMID: 38770870
We link Ivancovsky et al.'s novelty-seeking model (NSM) to computational models of intrinsically motivated behavior and learning. We argue that dissociating different forms of curiosity, creativity, and memory based on...
5.
Barry M, Gerstner W
PLoS Comput Biol
. 2024 Feb;
20(2):e1011839.
PMID: 38377112
In humans and animals, surprise is a physiological reaction to an unexpected event, but how surprise can be linked to plausible models of neuronal activity is an open problem. We...
6.
Brito C, Gerstner W
PLoS Comput Biol
. 2024 Feb;
20(2):e1011844.
PMID: 38346073
Cortical populations of neurons develop sparse representations adapted to the statistics of the environment. To learn efficient population codes, synaptic plasticity mechanisms must differentiate relevant latent features from spurious input...
7.
Oryshchuk A, Sourmpis C, Weverbergh J, Asri R, Esmaeili V, Modirshanechi A, et al.
Cell Rep
. 2023 Dec;
43(1):113618.
PMID: 38150365
Goal-directed behaviors involve coordinated activity in many cortical areas, but whether the encoding of task variables is distributed across areas or is more specifically represented in distinct areas remains unclear....
8.
Boscaglia M, Gastaldi C, Gerstner W, Quian Quiroga R
PLoS Comput Biol
. 2023 Dec;
19(12):e1011727.
PMID: 38117859
Empirical evidence shows that memories that are frequently revisited are easy to recall, and that familiar items involve larger hippocampal representations than less familiar ones. In line with these observations,...
9.
Stanojevic A, Wozniak S, Bellec G, Cherubini G, Pantazi A, Gerstner W
Neural Netw
. 2023 Nov;
169:622.
PMID: 37967493
No abstract available.
10.
Modirshanechi A, Kondrakiewicz K, Gerstner W, Haesler S
Trends Neurosci
. 2023 Nov;
46(12):1054-1066.
PMID: 37925342
Curiosity refers to the intrinsic desire of humans and animals to explore the unknown, even when there is no apparent reason to do so. Thus far, no single, widely accepted...