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Walter Senn
Walter Senn
Universität Bern
Verifisert e-postadresse på unibe.ch - Startside
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A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature neuroscience 22 (11), 1761-1770, 2019
10002019
Learning real-world stimuli in a neural network with spike-driven synaptic dynamics
JM Brader, W Senn, S Fusi
Neural computation 19 (11), 2881-2912, 2007
4462007
Dendritic encoding of sensory stimuli controlled by deep cortical interneurons
M Murayama, E Pérez-Garci, T Nevian, T Bock, W Senn, ME Larkum
Nature 457 (7233), 1137-1141, 2009
4232009
Dendritic cortical microcircuits approximate the backpropagation algorithm
J Sacramento, R Ponte Costa, Y Bengio, W Senn
Advances in neural information processing systems 31, 2018
3832018
Top-down dendritic input increases the gain of layer 5 pyramidal neurons
ME Larkum, W Senn, HR Lüscher
Cerebral cortex 14 (10), 1059-1070, 2004
3642004
Neocortical pyramidal cells respond as integrate-and-fire neurons to in vivo–like input currents
A Rauch, G La Camera, HR Luscher, W Senn, S Fusi
Journal of neurophysiology 90 (3), 1598-1612, 2003
3322003
Spike-time-dependent plasticity and heterosynaptic competition organize networks to produce long scale-free sequences of neural activity
IR Fiete, W Senn, CZH Wang, RHR Hahnloser
Neuron 65 (4), 563-576, 2010
3202010
An algorithm for modifying neurotransmitter release probability based on pre-and postsynaptic spike timing
W Senn, H Markram, M Tsodyks
Neural computation 13 (1), 35-67, 2001
2982001
A synaptic explanation of suppression in visual cortex
M Carandini, DJ Heeger, W Senn
Journal of Neuroscience 22 (22), 10053-10065, 2002
2772002
Learning by the dendritic prediction of somatic spiking
R Urbanczik, W Senn
Neuron 81 (3), 521-528, 2014
2372014
Modeling of spontaneous activity in developing spinal cord using activity-dependent depression in an excitatory network
J Tabak, W Senn, MJ O'Donovan, J Rinzel
Journal of Neuroscience 20 (8), 3041-3056, 2000
2252000
A cospectral correction model for measurement of turbulent NO2 flux
W Eugster, W Senn
Boundary-Layer Meteorology 74 (4), 321-340, 1995
2231995
Climbing neuronal activity as an event-based cortical representation of time
J Reutimann, V Yakovlev, S Fusi, W Senn
Journal of Neuroscience 24 (13), 3295-3303, 2004
1912004
Repetitive TMS over the human oculomotor cortex: comparison of 1-Hz and theta burst stimulation
T Nyffeler, P Wurtz, HR Lüscher, CW Hess, W Senn, T Pflugshaupt, ...
Neuroscience letters 409 (1), 57-60, 2006
1902006
Extending lifetime of plastic changes in the human brain
T Nyffeler, P Wurtz, HR Lüscher, CW Hess, W Senn, T Pflugshaupt, ...
European Journal of Neuroscience 24 (10), 2961-2966, 2006
1622006
Nerve injury-induced neuropathic pain causes disinhibition of the anterior cingulate cortex
SM Blom, JP Pfister, M Santello, W Senn, T Nevian
Journal of Neuroscience 34 (17), 5754-5764, 2014
1582014
Multiple time scales of temporal response in pyramidal and fast spiking cortical neurons
G La Camera, A Rauch, D Thurbon, HR Luscher, W Senn, S Fusi
Journal of neurophysiology 96 (6), 3448-3464, 2006
1562006
Fast and energy-efficient neuromorphic deep learning with first-spike times
J Göltz, L Kriener, A Baumbach, S Billaudelle, O Breitwieser, B Cramer, ...
Nature machine intelligence 3 (9), 823-835, 2021
1482021
Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail
E Vasilaki, N Frémaux, R Urbanczik, W Senn, W Gerstner
PLoS computational biology 5 (12), e1000586, 2009
1482009
Matching recall and storage in sequence learning with spiking neural networks
J Brea, W Senn, JP Pfister
Journal of neuroscience 33 (23), 9565-9575, 2013
1372013
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Artikler 1–20