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Tim P. Vogels
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Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks
TP Vogels, H Sprekeler, F Zenke, C Clopath, W Gerstner
Science 334 (6062), 1569-1573, 2011
8022011
Neural network dynamics
TP Vogels, K Rajan, LF Abbott
Annu. Rev. Neurosci. 28, 357-376, 2005
6432005
Signal propagation and logic gating in networks of integrate-and-fire neurons
TP Vogels, LF Abbott
The Journal of neuroscience 25 (46), 10786-10795, 2005
5702005
Gating multiple signals through detailed balance of excitation and inhibition in spiking networks
TP Vogels, LF Abbott
Nature neuroscience 12 (4), 483-491, 2009
4242009
Optimal control of transient dynamics in balanced networks supports generation of complex movements
G Hennequin, TP Vogels, W Gerstner
Neuron 82 (6), 1394-1406, 2014
3392014
The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks
F Zenke, TP Vogels
Neural Computation 33 (4), 899-925, 2021
2722021
Inhibitory Plasticity: Balance, Control, and Codependence
G Hennequin, EJ Agnes, TP Vogels
Annual Review of Neuroscience 40 (1), 2017
2242017
Activity-dependent dendritic spine neck changes are correlated with synaptic strength
R Araya, TP Vogels, R Yuste
Proceedings of the National Academy of Sciences 111 (28), E2895-E2904, 2014
2192014
Training deep neural density estimators to identify mechanistic models of neural dynamics
PJ Gonçalves, JM Lueckmann, M Deistler, M Nonnenmacher, K Öcal, ...
Elife 9, e56261, 2020
2052020
Inhibitory synaptic plasticity: spike timing-dependence and putative network function
TP Vogels, RC Froemke, N Doyon, M Gilson, JS Haas, R Liu, A Maffei, ...
Frontiers in neural circuits 7, 2013
1682013
Neural mechanisms of attending to items in working memory
SG Manohar, N Zokaei, SJ Fallon, TP Vogels, M Husain
Neuroscience & Biobehavioral Reviews 101, 1-12, 2019
1542019
Unmasking Latent Inhibitory Connections in Human Cortex to Reveal Dormant Cortical Memories
HC Barron, TP Vogels, UE Emir, TR Makin, J O’Shea, S Clare, S Jbabdi, ...
Neuron 90 (1), 191-203, 2016
1522016
State-dependent function of neocortical chandelier cells
AR Woodruff, LM McGarry, TP Vogels, M Inan, SA Anderson, R Yuste
Journal of Neuroscience 31 (49), 17872-17886, 2011
1502011
Inhibitory engrams in perception and memory
HC Barron, TP Vogels, TE Behrens, M Ramaswami
Proceedings of the National Academy of Sciences 114 (26), 6666-6674, 2017
1372017
Motor primitives in space and time via targeted gain modulation in cortical networks
JP Stroud, MA Porter, G Hennequin, TP Vogels
Nature neuroscience 21 (12), 1774-1783, 2018
1102018
Non-normal amplification in random balanced neuronal networks
G Hennequin, TP Vogels, W Gerstner
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 86 (1 …, 2012
1062012
Cortical microcircuits as gated-recurrent neural networks
RP Costa, YM Assael, B Shillingford, N de Freitas, TP Vogels
arXiv preprint arXiv:1711.02448, 2017
722017
Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity
RP Costa, Z Padamsey, JA D’Amour, NJ Emptage, RC Froemke, ...
Neuron 96 (1), 177-189. e7, 2017
462017
Mapping the function of neuronal ion channels in model and experiment
WF Podlaski, A Seeholzer, LN Groschner, G Miesenböck, R Ranjan, ...
Elife 6, e22152, 2017
46*2017
A meta-learning approach to (re) discover plasticity rules that carve a desired function into a neural network
B Confavreux, F Zenke, E Agnes, T Lillicrap, T Vogels
Advances in Neural Information Processing Systems 33, 2020
382020
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