Senn, Walter

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2016

Wantz, Andrea L.; Lobmaier, Janek S.; Mast, Fred W.; Senn, Walter (2016). Spatial but not oculomotor information biases perceptual memory. Evidence from face perception and cognitive modeling (In Press). Cognitive science, pp. 1-22. Wiley-Blackwell 10.1111/cogs.12437

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2016). Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites. PLoS computational biology, 12(2), e1004638. Public Library of Science 10.1371/journal.pcbi.1004638

Brea, Johanni Michael; Gaál, Alexisz Tamás; Urbanczik, Robert; Senn, Walter; Latham, Peter E. (2016). Prospective Coding by Spiking Neurons. PLoS computational biology, 12(6), e1005003. Public Library of Science 10.1371/journal.pcbi.1005003

2015

Clarke, Aaron Michael; Friedrich, Johannes; Tartaglia, Elisa M.; Marchesotti, Silvia; Senn, Walter; Herzog, Michael H.; Vasilaki, Eleni (2015). Human and Machine Learning in Non-Markovian Decision Making. PLoS ONE, 10(4), e0123105. Public Library of Science 10.1371/journal.pone.0123105

Khajeh Alijani, Azadeh; Urbanczik, Robert; Senn, Walter; Lytton, William W (2015). Scale-Free Navigational Planning by Neuronal Traveling Waves. PLoS ONE, 10(7), e0127269. Public Library of Science 10.1371/journal.pone.0127269

Senn, Walter; Sacramento, Joao (2015). Backward reasoning the formation rules. Nature neuroscience, 18(12), pp. 1705-1706. Nature America 10.1038/nn.4172

Senn, Walter; Brea, Johanni Michael (2015). Neurons that Remember How We Got There. Neuron, 85(4), pp. 664-666. Cell Press 10.1016/j.neuron.2015.01.029

Vladimirskiy, Boris; Urbanczik, Robert; Senn, Walter; Lytton, William W (2015). Hierarchical Novelty-Familiarity Representation in the Visual System by Modular Predictive Coding. PLoS ONE, 10(12), e0144636. Public Library of Science 10.1371/journal.pone.0144636

2014

Senn, Walter; Pfister, Jean Pascal (2014). Spike-Timing Dependent Plasticity, Learning Rules. In: Jaeger, Dieter; Jung, Ranu (eds.) Encyclopedia of Computational Neuroscience (pp. 1-10). New York: Springer 10.1007/978-1-4614-7320-6_683-1

Senn, Walter; Pfister, Jean Pascal (2014). Reinforcement learning in cortical networks. In: Jaeger, Dieter; Jung, Ranu (eds.) Encyclopedia of Computational Neuroscience (pp. 1-6). New York: Springer 10.1007/978-1-4614-7320-6_580-1

Blom, Sigrid Marie; Pfister, Jean Pascal; Santello, Mirko; Senn, Walter; Nevian, Thomas (2014). Nerve Injury-Induced Neuropathic Pain Causes Disinhibition of the Anterior Cingulate Cortex. Journal of neuroscience, 34(17), pp. 5754-5764. Society for Neuroscience 10.1523/JNEUROSCI.3667-13.2014

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2014). Code-specific learning rules improve action selection by populations of spiking neurons. International Journal of Neural Systems, 24(5), p. 1450002. World Scientific Publishing 10.1142/S0129065714500026

Urbanczik, Robert; Senn, Walter (2014). Learning by the Dendritic Prediction of Somatic Spiking. Neuron, 81(3), pp. 521-528. Cell Press 10.1016/j.neuron.2013.11.030

Brea, Johanni Michael; Urbanczik, Robert; Senn, Walter; Daunizeau, Jean (2014). A Normative Theory of Forgetting: Lessons from the Fruit Fly. PLoS computational biology, 10(6), e1003640. Public Library of Science 10.1371/journal.pcbi.1003640

Lüdge, Torsten; Urbanczik, Robert; Senn, Walter (2014). Modulation of orientation-selective neurons by motion: when additive, when multiplicative? Frontiers in computational neuroscience, 8(8), p. 67. Frontiers Research Foundation 10.3389/fncom.2014.00067

2013

Brea, Johanni Michael; Senn, Walter; Pfister, Jean Pascal (2013). Matching Recall and Storage in Sequence Learning with Spiking Neural Networks. Journal of neuroscience, 33(23), pp. 9565-9575. Society for Neuroscience 10.1523/JNEUROSCI.4098-12.2013

2012

Friedrich, Johannes; Senn, Walter (2012). Spike-based decision learning of nash equilibria in two-player games. PLoS computational biology, 8(9), pp. 1-12. San Francisco, Calif.: Public Library of Science 10.1371/journal.pcbi.1002691

2011

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2011). Spatio-Temporal Credit Assignment in Neuronal Population Learning. PLoS computational biology, 7(6), e1002092. San Francisco, Calif.: Public Library of Science 10.1371/journal.pcbi.1002092

2010

Fiete, I.R.; Senn, Walter; Wang, C.Z.H.; Hahnloser, R.H.R. (2010). Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity. Neuron, 65(4), pp. 563-576. Cambridge, Mass.: Cell Press 10.1016/j.neuron.2010.02.003

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Learning Spike-Based Population Codes by Reward and Population Feedback. Neural computation, 22(1698-1717), pp. 1698-1717. Cambridge, Mass.: MIT Press 10.1162/neco.2010.05-09-1010

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: Computational and Systems Neuroscience 2010. Salt Lake City, UT, USA. 25 Feb - 2 Mar, 2010. 10.3389/conf.fnins.2010.03.00263

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: 7th Forum of European Neuroscience. Amsterdam, Netherlands. July 3-7, 2010.

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: 6th Clinical Neuroscience Meeting Bern. Bern, Switzerland. November 29th 2010.

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: 4th All-SystemsX.ch-Day. Geneva, Switzerland.

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Activity dependent modulation of plasticity in population learning. In: 24th Annual Conference on Neural Information Processing Systems. Vancouver, BC, Canada. 6–9 Dec 2010.

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2010). Reinforcement learning in dendritic structures. In: 7th Forum of European Neuroscience. Amsterdam, Netherlands. July 3-7, 2010.

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2010). Reinforcement learning in dendritic structures. In: 6th Clinical Neuroscience Meeting Bern. Bern, Switzerland. November 29th 2010.

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2010). Reinforcement learning in dendritic structures. In: 4th All-SystemsX.ch-Day. Geneva, Switzerland.

2009

Senn, Walter (2009). Mathematisierung der Biologie: Mode oder Notwendigkeit? In: Rusterholz, Peter; Meyer Schweizer, Ruth; Zwahlen, Sara Margarita (eds.) Aktualität und Vergänglichkeit der Leitwissenschaften (pp. 97-118). Bern, Frankfurt a.M.: Lang

Vasilaki, E; Fusi, S; Wang, X.J.; Senn, Walter (2009). Learning flexible sensori-motor mappings in a complex network. Biological cybernetics, 100(2), pp. 147-58. Berlin: Springer 10.1007/s00422-008-0288-z

2008

Giugliano, M; La Camera, G; Fusi, S; Senn, Walter (2008). The response of cortical neurons to in vivo-like input current: theory and experiment II. Time-varying and spatially distributed inputs. Biological cybernetics, 99(4-5), pp. 303-318. Berlin: Springer 10.1007/s00422-008-0270-9

Kim, Y; Vladimirskiy, B B; Senn, Walter (2008). Modulating the granularity of category formation by global cortical states. Frontiers in computational neuroscience, 2(2), pp. 1-14. Lausanne: Frontiers Research Foundation 10.3389/neuro.10.001.2008

La Camera, G; Giugliano, M; Senn, Walter; Fusi, S (2008). The response of cortical neurons to in vivo-like input current: theoryand experiment I. Noisy inputs with stationary statistics. Biological cybernetics, 99(4-5), pp. 279-301. Berlin: Springer 10.1007/s00422-008-0272-7

Thurley, K; Senn, Walter; Lüscher, H R (2008). Dopamine increases the gain of the input-output response of rat prefrontal pyramidal neurons. Journal of neurophysiology, 99(6), pp. 2985-2997. Bethesda, Md.: American Physiological Society 10.1152/jn.01098.2007

2007

Brader, Joseph M; Senn, Walter; Fusi, Stefano (2007). Learning real-world stimuli in a neural network with spike-driven synaptic dynamics. Neural computation, 19(11), pp. 2881-912. Cambridge, Mass.: MIT Press 10.1162/neco.2007.19.11.2881

Schäfer, Roland; Vasilaki, Eleni; Senn, Walter (2007). Perceptual Learning via Modification of Cortical Top-Down Signals. PLoS computational biology, 3(8), e165. San Francisco, Calif.: Public Library of Science 10.1371/journal.pcbi.0030165

2006

Nyffeler, Thomas; Wurtz, Pascal; Lüscher, Hans-Rudolf; Hess, Christian W; Senn, Walter; Pflugshaupt, Tobias; von Wartburg, Roman; Lüthi, Mathias; Müri, René M (2006). Extending lifetime of plastic changes in the human brain. European journal of neuroscience, 24(10), pp. 2961-6. Oxford: Blackwell Science 10.1111/j.1460-9568.2006.05154.x

Nyffeler, Thomas; Wurtz, Pascal; Lüscher, Hans-Rudolf; Hess, Christian W; Senn, Walter; Pflugshaupt, Tobias; von Wartburg, Roman; Lüthi, Mathias; Müri, René M (2006). Repetitive TMS over the human oculomotor cortex: comparison of 1-Hz and theta burst stimulation. Neuroscience letters, 409(1), pp. 57-60. Amsterdam: Elsevier 10.1016/j.neulet.2006.09.011

La Camera, Giancarlo; Rauch, Alexander; Thurbon, David; Lüscher, Hans-R; Senn, Walter; Fusi, Stefano (2006). Multiple time scales of temporal response in pyramidal and fast spiking cortical neurons. Journal of neurophysiology, 96(6), pp. 3448-64. Bethesda, Md.: American Physiological Society 10.1152/jn.00453.2006

Fusi, Stefano; Senn, Walter (2006). Eluding oblivion with smart stochastic selection of synaptic updates. Chaos, 16(2), p. 26112. Melville, N.Y.: American Institute of Physics 10.1063/1.2213587

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