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Willem A.M. Wybo
Willem A.M. Wybo
Dirección de correo verificada de fz-juelich.de
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Año
Electrical compartmentalization in neurons
WAM Wybo, B Torben-Nielsen, T Nevian, MO Gewaltig
Cell reports 26 (7), 1759-1773. e7, 2019
412019
Data-driven reduction of dendritic morphologies with preserved dendro-somatic responses
WAM Wybo, J Jordan, B Ellenberger, U Marti Mengual, T Nevian, W Senn
Elife 10, e60936, 2021
302021
Automated point-neuron simplification of data-driven microcircuit models
C Rössert, C Pozzorini, G Chindemi, AP Davison, C Eroe, J King, ...
arXiv preprint arXiv:1604.00087, 2016
272016
A sparse reformulation of the Green’s function formalism allows efficient simulations of morphological neuron models
WAM Wybo, D Boccalini, B Torben-Nielsen, MO Gewaltig
Neural computation 27 (12), 2587-2622, 2015
202015
Efficient low-pass dendro-somatic coupling in the apical dendrite of layer 5 pyramidal neurons in the anterior cingulate cortex
UM Mengual, WAM Wybo, LJE Spierenburg, M Santello, W Senn, ...
Journal of neuroscience 40 (46), 8799-8815, 2020
122020
The Green’s function formalism as a bridge between single-and multi-compartmental modeling
WAM Wybo, KM Stiefel, B Torben-Nielsen
Biological cybernetics 107, 685-694, 2013
122013
NEST 3.3
S Spreizer, J Mitchell, J Jordan, W Wybo, A Kurth, SB Vennemo, J Pronold, ...
Zenodo, 2022
92022
NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways
WAM Wybo, MC Tsai, VAK Tran, B Illing, J Jordan, A Morrison, W Senn
Proceedings of the National Academy of Sciences 120 (32), e2300558120, 2023
72023
Learning Bayes-optimal dendritic opinion pooling
J Jordan, J Sacramento, W Wybo, M Petrovici, W Senn
ArXiv. org, 2021
72021
Dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways
WAM Wybo, MC Tsai, VA Khoa Tran, B Illing, J Jordan, A Morrison, ...
bioRxiv, 2022.11. 25.517941, 2022
22022
Two-compartment neuronal spiking model expressing brain-state specific apical-amplification,-isolation and-drive regimes
E Pastorelli, A Yegenoglu, N Kolodziej, W Wybo, F Simula, S Diaz, ...
arXiv preprint arXiv:2311.06074, 2023
12023
Dendritic modulation for multitask representation learning in deep feedforward networks
W Wybo, A Morrison, J Jordan, W Senn, B Illing, M Tsai, VAK Tran
Cosyne 2023, 2023
2023
Simplification of neural network models
H Markram, W Gerstner, MO Gewaltig, C Rössert, EB Muller, C Pozzorini, ...
US Patent App. 17/658,462, 2022
2022
Simplification of neural models that include arborized projections
H Markram, W Gerstner, MO Gewaltig, C Rössert, EB Muller, C Pozzorini, ...
US Patent 11,301,750, 2022
2022
Connectivity patterns that enable working memory in recurrent networks with dendritic subunits
J Böttcher, W Wybo, A Morrison
2nd Advanced Online & Onsite Course & Symposium on Artificial Intelligence …, 2022
2022
From single-cell modeling to large-scale network dynamics with NEST Simulator
C Linssen, J Mitchell, P Babu, S Spreizer, J Albers, J Böttcher, W Wybo, ...
31st Annual Computational Neuroscience Meeting, CNS* 2022, 2022
2022
Conductance-based dendrites perform Bayes-optimal cue integration
J Jordan, J Sacramento, WAM Wybo, MA Petrovici, W Senn
arXiv preprint arXiv:2104.13238, 2021
2021
Dynamic compartmentalization in neurons enables branch-specific learning
WAM Wybo, B Torben-Nielsen, MO Gewaltig
bioRxiv, 244772, 2018
2018
Simplification of neural network models
H Markram, W Gerstner, MO Gewaltig, C Rössert, EB Muller, C Pozzorini, ...
2018
Using the Green's function to simplify and understand dendrites
WAM Wybo
EPFL, 2017
2017
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Artículos 1–20