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W

Wulfram Gerstner

EPFL

77H-index
444Paper Count
3.2WCitation Count
Published Papers 44
Publication Date
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Representational similarity modulates neural and behavioral signatures of novelty
errNeuron
IF15
err2026-03-20
err0
errOAAI
errSophia Becker; Alireza Modirshanechi; Wulfram Gerstner
errShare
errSave
Actor–critic networks with analogue memristors mimicking reward-based learning
errNature Machine Intelligence
IF23.9
err2025-12-09
err0
errOAAI
errKevin Portner; Till Zellweger; Flavio Martinelli; Laura Bégon-Lours; Valeria Bragaglia; Christoph Weilenmann; Daniel Jubin; Donato Francesco Falcone; Felix Hermann; Oscar Hrynkevych; Tommaso Stecconi; Antonio La Porta; Ute Drechsler; Antonis Olziersky; Bert Jan Offrein; Wulfram Gerstner; Mathieu Luisier; Alexandros Emboras
errShare
errSave
Context selectivity with dynamic availability enables lifelong continual learning
errNeural Networks
IF6.3
err2025-08-05
err0
errOAAI
errMartin L.L.R. Barry; Wulfram Gerstner; Guillaume Bellec
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errSave
High-performance deep spiking neural networks with 0.3 spikes per neuron
errNATURE COMMUNICATIONS
IF15.7
err2024-08-09
err0
errOAAI
errStanojevic, Ana; Wozniak, Stanislaw; Bellec, Guillaume; Cherubini, Giovanni; Pantazi, Angeliki; Gerstner, Wulfram
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errSave
Computational models of intrinsic motivation for curiosity and creativity
errBEHAVIORAL AND BRAIN SCIENCES
IF13.7
err2024-05-21
err0
PREAI
errBecker, Sophia; Modirshanechi, Alireza; Gerstner, Wulfram
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errSave
Distributed and specific encoding of sensory, motor, and decision information in the mouse neocortex during goal-directed behavior
errCELL REPORTS
IF6.9
err2024-01-01
err2
errOAAI
errOryshchuk, Anastasiia; Sourmpis, Christos; Weverbergh, Julie; Asri, Reza; Esmaeili, Vahid; Modirshanechi, Alireza; Gerstner, Wulfram; Petersen, Carl C. H.; Crochet, Sylvain
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An exact mapping from ReLU networks to spiking neural networks' [Neural Networks(vol168, pg 74, 2023)
errNEURAL NETWORKS
IF6.3
err2024-01-01
err0
errOAAI
errStanojevic, Ana; Wozniak, Stanislaw; Bellec, Guillaume; Cherubini, Giovanni; Pantazi, Angeliki; Gerstner, Wulfram
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errSave
Curiosity-driven exploration: foundations in neuroscience and computational modeling
errTRENDS IN NEUROSCIENCES
IF15.1
err2023-12-01
err8
errOAAI
errModirshanechi, Alireza; Kondrakiewicz, Kacper; Gerstner, Wulfram; Haesler, Sebastian
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errSave
An exact mapping from ReLU networks to spiking neural networks
errNEURAL NETWORKS
IF6.3
err2023-11-01
err11
errOAAI
errStanojevic, Ana; Wozniak, Stanislaw; Bellec, Guillaume; Cherubini, Giovanni; Pantazi, Angeliki; Gerstner, Wulfram
errShare
errSave
Rapid suppression and sustained activation of distinct cortical regions for a delayed sensory-triggered motor response
errNEURON
IF15
err2021-07-01
err51
errOAAI
errEsmaeili, Vahid; Tamura, Keita; Muscinelli, Samuel P.; Modirshanechi, Alireza; Boscaglia, Marta; Lee, Ashley B.; Oryshchuk, Anastasiia; Foustoukos, Georgios; Liu, Yanqi; Crochet, Sylvain; Gerstner, Wulfram; Petersen, Carl C. H.
errShare
errSave
A functional model of adult dentate gyrus neurogenesis
errELIFE
IF0
err2021-06-17
err9
errOAAI
errGozel, Olivia; Gerstner, Wulfram
errShare
errSave
One-shot learning and behavioral eligibility traces in sequential decision making
errELIFE
IF0
err2019-11-11
err16
errOAAI
errLehmann, Marco P.; Xu, He A.; Liakoni, Vasiliki; Herzog, Michael H.; Gerstner, Wulfram; Preuschoff, Kerstin
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errSave
Biologically plausible deep learning - But how far can we go with shallow networks?
errNEURAL NETWORKS
IF6.3
err2019-10-01
err58
errOAAI
errIlling, Bernd; Gerstner, Wulfram; Brea, Johanni
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errSave
Predicting non-linear dynamics by stable local learning in a recurrent spiking neural network
errELIFE
IF0
err2017-11-27
err64
errOAAI
errGilra, Aditya; Gerstner, Wulfram
errShare
errSave
Integrating Hebbian and homeostatic plasticity: the current state of the field and future research directions
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
IF4.7
err2017-03-05
err143
errOAAI
errKeck, Tara; Toyoizumi, Taro; Chen, Lu; Doiron, Brent; Feldman, Daniel E.; Fox, Kevin; Gerstner, Wulfram; Haydon, Philip G.; Huebener, Mark; Lee, Hey-Kyoung; Lisman, John E.; Rose, Tobias; Sengpiel, Frank; Stellwagen, David; Stryker, Michael P.; Turrigiano, Gina G.; van Rossum, Mark C.
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errSave
Hebbian plasticity requires compensatory processes on multiple timescales
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
IF4.7
err2017-03-05
err120
errOAAI
errZenke, Friedemann; Gerstner, Wulfram
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errSave
Does computational neuroscience need new synaptic learning paradigms?
errCURRENT OPINION IN BEHAVIORAL SCIENCES
IF3.5
err2016-10-01
err26
errOAAI
errBrea, Johanni; Gerstner, Wulfram
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errSave
A Model of Synaptic Reconsolidation
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2016-05-18
err4
errOAAI
errKastner, David B.; Schwalger, Tilo; Ziegler, Lorric; Gerstner, Wulfram
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errSave
Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules
errFRONTIERS IN NEURAL CIRCUITS
IF3
err2016-01-19
err279
errOAAI
errFremaux, Nicolas; Gerstner, Wulfram
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errSave
Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks
errNATURE COMMUNICATIONS
IF15.7
err2015-04-21
err245
errOAAI
errZenke, Friedemann; Agnes, Everton J.; Gerstner, Wulfram
errShare
errSave

Research Directions

No research directions
Co-authors
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Michael P. Stryker
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