Walter Senn

Johannes Friedrich, Walter Senn: Spike-based Decision Learning of Nash Equilibria in Two-Player Games. PLoS Computational Biology 8(9) (2012)

Johannes Friedrich, Robert Urbanczik, Walter Senn: Spatio-Temporal Credit Assignment in Neuronal Population Learning. PLoS Computational Biology 7(6) (2011)

Johanni Brea, Walter Senn, Jean-Pascal Pfister: Sequence learning with hidden units in spiking neural networks. NIPS 2011: 1422-1430

Johannes Friedrich, Robert Urbanczik, Walter Senn: Learning Spike-Based Population Codes by Reward and Population Feedback. Neural Computation 22(7): 1698-1717 (2010)

Eleni Vasilaki, Stefano Fusi, Xiao-Jing Wang, Walter Senn: Learning flexible sensori-motor mappings in a complex network. Biological Cybernetics 100(2): 147-158 (2009)

Boris B. Vladimirskiy, Eleni Vasilaki, Robert Urbanczik, Walter Senn: Stimulus sampling as an exploration mechanism for fast reinforcement learning. Biological Cybernetics 100(4): 319-330 (2009)

Robert Urbanczik, Walter Senn: A Gradient Learning Rule for the Tempotron. Neural Computation 21(2): 340-352 (2009)

Roland Schäfer, Eleni Vasilaki, Walter Senn: Adaptive Gain Modulation in V1 Explains Contextual Modifications during Bisection Learning. PLoS Computational Biology 5(12) (2009)

Eleni Vasilaki, Nicolas Frémaux, Robert Urbanczik, Walter Senn, Wulfram Gerstner: Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail. PLoS Computational Biology 5(12) (2009)

Christian Leibold, Walter Senn: Special issue on object localization. Biological Cybernetics 98(6): 447 (2008)

Renaud Jolivet, Arnd Roth, Felix Schürmann, Wulfram Gerstner, Walter Senn: Special issue on quantitative neuron modeling. Biological Cybernetics 99(4-5): 237-239 (2008)

Giancarlo La Camera, Michele Giugliano, Walter Senn, Stefano Fusi: The response of cortical neurons to in vivo-like input current: theory and experiment. Biological Cybernetics 99(4-5): 279-301 (2008)

Michele Giugliano, Giancarlo La Camera, Stefano Fusi, Walter Senn: 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): 303-318 (2008)

Joseph M. Brader, Walter Senn, Stefano Fusi: Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics. Neural Computation 19(11): 2881-2912 (2007)

Roland Schäfer, Eleni Vasilaki, Walter Senn: Perceptual Learning via Modification of Cortical Top-Down Signals. PLoS Computational Biology 3(8) (2007)

Walter Senn, Stefano Fusi: Learning Only When Necessary: Better Memories of Correlated Patterns in Networks with Bounded Synapses. Neural Computation 17(10): 2106-2138 (2005)

Giancarlo La Camera, Walter Senn, Stefano Fusi: Comparison between networks of conductance- and current-driven neurons: stationary spike rates and subthreshold depolarization. Neurocomputing 58-60: 253-258 (2004)

Walter Senn, Stefano Fusi: Slow stochastic learning with global inhibition: a biological solution to the binary perceptron problem. Neurocomputing 58-60: 321-326 (2004)

Giancarlo La Camera, Alexander Rauch, Hans-Rudolf Lüscher, Walter Senn, Stefano Fusi: Minimal Models of Adapted Neuronal Response to In Vivo-Like Input Currents. Neural Computation 16(10): 2101-2124 (2004)

Walter Senn, Nissim J. Buchs: Spike-Based Synaptic Plasticity and the Emergence of Direction Selective Simple Cells: Mathematical Analysis. Journal of Computational Neuroscience 14(2): 119-138 (2003)

J. Leo van Hemmen, Walter Senn: Hebb in perspective. Biological Cybernetics 87(5-6): 317-318 (2002)

Walter Senn: Beyond spike timing: the role of nonlinear plasticity and unreliable synapses. Biological Cybernetics 87(5-6): 344-355 (2002)

Nissim J. Buchs, Walter Senn: Spike-Based Synaptic Plasticity and the Emergence of Direction Selective Simple Cells: Simulation Results. Journal of Computational Neuroscience 13(3): 167-186 (2002)

Walter Senn, Martin Schneider, Berthold Ruf: Activity-Dependent Development of Axonal and Dendritic Delays, or, Why Synaptic Transmission Should Be Unreliable. Neural Computation 14(3): 583-619 (2002)

Giancarlo La Camera, Alexander Rauch, Walter Senn, Hans-Rudolf Lüscher, Stefano Fusi: Firing Rate Adaptation without Losing Sensitivity to Input Fluctuations. ICANN 2002: 180-185

Giancarlo La Camera, Stefano Fusi, Walter Senn, Alexander Rauch, Hans-Rudolf Lüscher: When NMDA Receptor Conductances Increase Inter-spike Interval Variability. ICANN 2002: 235-240

Nissim J. Buchs, Walter Senn: Learning direction selectivity through spike-timing dependent modification of neurotransmitter release probability. Neurocomputing 38-40: 121-127 (2001)

Jan Reutimann, Stefano Fusi, Walter Senn, Volodya Yakovlev, Ehud Zohary: A model of expectation effects in inferior temporal cortex. Neurocomputing 38-40: 1533-1540 (2001)

Walter Senn, Henry Markram, Misha Tsodyks: An Algorithm for Modifying Neurotransmitter Release Probability Based on Pre- and Postsynaptic Spike Timing. Neural Computation 13(1): 35-67 (2001)

Robert Urbanczik, Walter Senn: Similar NonLeaky Integrate-and-Fire Neurons with Instantaneous Couplings Always Synchronize. SIAM Journal of Applied Mathematics 61(4): 1143-1155 (2001)

Joël Tabak, Walter Senn, Michael J. O'Donovan, John Rinzel: Comparison of two models for pattern generation based on synaptic depression. Neurocomputing 26-27: 551-556 (1999)

Walter Senn, Idan Segev, Misha Tsodyks: Reading Neuronal Synchrony with Depressing Synapses. Neural Computation 10(4): 815-819 (1998)

Walter Senn, Thierry Wannier, J. Kleinle, Hans-Rudolf Lüscher, L. Müller, Jürg Streit, Kuno Wyler: Pattern Generation by Two Coupled Time-Discrete Neural Networks with Synaptic Depression. Neural Computation 10(5): 1251-1275 (1998)

Thierry Wannier, Walter Senn: Recruitment of reticulospinal neurones and steady locomotion in lamprey. Neural Networks 11(6): 1005-1015 (1998)

Walter Senn, Kuno Wyler, H. P. Clamann, J. Kleinle, Hans-Rudolf Lüscher, L. Müller: Size principle and information theory. Biological Cybernetics 76(1): 11-22 (1997)

Walter Senn, Misha Tsodyks, Henry Markram: An Algorithm for Synaptic Modification Based on Exact Timing of Pre- and Post-Synaptic Action Potentials. ICANN 1997: 121-126

Walter Senn, Kuno Wyler, Jürg Streit, Matthew E. Larkum, Hans-Rudolf Lüscher, H. Mey, L. Müller, Daniel Stainhauser, K. Vogt, Thierry Wannier: Dynamics of a random neural network with synaptic depression. Neural Networks 9(4): 575-588 (1996)