Wulfram Gerstner

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60EEGediminas Luksys, Carmen Sandi, Wulfram Gerstner: Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning. NIPS 2008: 1001-1008
59EEAbigail Morrison, Markus Diesmann, Wulfram Gerstner: Phenomenological models of synaptic plasticity based on spike timing. Biological Cybernetics 98(6): 459-478 (2008)
58EERenaud Jolivet, Arnd Roth, Felix Schürmann, Wulfram Gerstner, Walter Senn: Special issue on quantitative neuron modeling. Biological Cybernetics 99(4-5): 237-239 (2008)
57EERichard Naud, Nicolas Marcille, Claudia Clopath, Wulfram Gerstner: Firing patterns in the adaptive exponential integrate-and-fire model. Biological Cybernetics 99(4-5): 335-347 (2008)
56EELaurent Badel, Sandrine Lefort, Thomas K. Berger, Carl C. H. Petersen, Wulfram Gerstner, Magnus J. E. Richardson: Extracting non-linear integrate-and-fire models from experimental data using dynamic I - V curves. Biological Cybernetics 99(4-5): 361-370 (2008)
55EERenaud Jolivet, Felix Schürmann, Thomas K. Berger, Richard Naud, Wulfram Gerstner, Arnd Roth: The quantitative single-neuron modeling competition. Biological Cybernetics 99(4-5): 417-426 (2008)
54EEClaudia Clopath, André Longtin, Wulfram Gerstner: An online Hebbian learning rule that performs Independent Component Analysis. NIPS 2007
53EETaro Toyoizumi, Jean-Pascal Pfister, Kazuyuki Aihara, Wulfram Gerstner: Optimality Model of Unsupervised Spike-Timing-Dependent Plasticity: Synaptic Memory and Weight Distribution. Neural Computation 19(3): 639-671 (2007)
52EEMichael H. Herzog, Michael Esfeld, Wulfram Gerstner: Consciousness & the small network argument. Neural Networks 20(9): 1054-1056 (2007)
51EEClaudia Clopath, Renaud Jolivet, Alexander Rauch, Hans-Rudolf Lüscher, Wulfram Gerstner: Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments. Neurocomputing 70(10-12): 1668-1673 (2007)
50EEGediminas Luksys, Jérémie Knüsel, Denis Sheynikhovich, Carmen Sandi, Wulfram Gerstner: Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning. NIPS 2006: 937-944
49EERenaud Jolivet, Alexander Rauch, Hans-Rudolf Lüscher, Wulfram Gerstner: Predicting spike timing of neocortical pyramidal neurons by simple threshold models. Journal of Computational Neuroscience 21(1): 35-49 (2006)
48EEJean-Pascal Pfister, Taro Toyoizumi, David Barber, Wulfram Gerstner: Optimal Spike-Timing-Dependent Plasticity for Precise Action Potential Firing in Supervised Learning. Neural Computation 18(6): 1318-1348 (2006)
47EELaurent Badel, Wulfram Gerstner, Magnus J. E. Richardson: Dependence of the spike-triggered average voltage on membrane response properties. Neurocomputing 69(10-12): 1062-1065 (2006)
46EEDenis Sheynikhovich, Ricardo Chavarriaga, Thomas Strösslin, Wulfram Gerstner: Adaptive sensory processing for efficient place coding. Neurocomputing 69(10-12): 1211-1214 (2006)
45EEDenis Sheynikhovich, Ricardo Chavarriaga, Thomas Strösslin, Wulfram Gerstner: Spatial Representation and Navigation in a Bio-inspired Robot. Biomimetic Neural Learning for Intelligent Robots 2005: 245-264
44EEThomas Strösslin, Ricardo Chavarriaga, Denis Sheynikhovich, Wulfram Gerstner: Modelling Path Integrator Recalibration Using Hippocampal Place Cells. ICANN (1) 2005: 51-56
43EEJean-Pascal Pfister, Wulfram Gerstner: Beyond Pair-Based STDP: a Phenomenological Rule for Spike Triplet and Frequency Effects. NIPS 2005
42EERenaud Jolivet, Alexander Rauch, Hans-Rudolf Lüscher, Wulfram Gerstner: Integrate-and-Fire models with adaptation are good enough. NIPS 2005
41EERicardo Chavarriaga, Thomas Strösslin, Denis Sheynikhovich, Wulfram Gerstner: Competition between cue response and place response: a model of rat navigation behaviour. Connect. Sci. 17(1-2): 167-183 (2005)
40EEMagnus J. E. Richardson, Ofer Melamed, Gilad Silberberg, Wulfram Gerstner, Henry Markram: Short-Term Synaptic Plasticity Orchestrates the Response of Pyramidal Cells and Interneurons to Population Bursts. Journal of Computational Neuroscience 18(3): 323-331 (2005)
39EEMagnus J. E. Richardson, Wulfram Gerstner: Synaptic Shot Noise and Conductance Fluctuations Affect the Membrane Voltage with Equal Significance. Neural Computation 17(4): 923-947 (2005)
38EEThomas Strösslin, Denis Sheynikhovich, Ricardo Chavarriaga, Wulfram Gerstner: Robust self-localisation and navigation based on hippocampal place cells. Neural Networks 18(9): 1125-1140 (2005)
37EEOfer Melamed, Gilad Silberberg, Henry Markram, Wulfram Gerstner, Magnus J. E. Richardson: Subthreshold cross-correlations between cortical neurons: A reference model with static synapses. Neurocomputing 65-66: 685-690 (2005)
36EETaro Toyoizumi, Jean-Pascal Pfister, Kazuyuki Aihara, Wulfram Gerstner: Spike-timing Dependent Plasticity and Mutual Information Maximization for a Spiking Neuron Model. NIPS 2004
35EEJosé del R. Millán, Frédéric Renkens, Josep Mouriño, Wulfram Gerstner: Brain-actuated interaction. Artif. Intell. 159(1-2): 241-259 (2004)
34EEJulien Mayor, Wulfram Gerstner: Online Processing of Multiple Inputs in a Sparsely-Connected Recurrent Neural Network. ICANN 2003: 839-845
33EERenaud Jolivet, Timothy J. Lewis, Wulfram Gerstner: The Spike Response Model: A Framework to Predict Neuronal Spike Trains. ICANN 2003: 846-853
32EEJean-Pascal Pfister, David Barber, Wulfram Gerstner: Optimal Hebbian Learning: A Probabilistic Point of View. ICANN 2003: 92-98
31 José del R. Millán, Frédéric Renkens, Josep Mouriño, Wulfram Gerstner: Non-Invasive Brain-Actuated Control of a Mobile Robot. IJCAI 2003: 1121-1126
30EEPierre-Edouard Sottas, Wulfram Gerstner: Dynamic Noise Annealing for Learning Temporal Sequences with Recurrent Neural Networks. ICANN 2002: 1144-1149
29EESilvio Borer, Wulfram Gerstner: Support Vector Representation of Multi-categorical Data. ICANN 2002: 733-738
28EEThomas Strösslin, Christophe Krebser, Angelo Arleo, Wulfram Gerstner: Combining Multimodal Sensory Input for Spatial Learning. ICANN 2002: 87-92
27EEFabrizio Smeraldi, Josef Bigün, Wulfram Gerstner: Support Vector Features and the Role of Dimensionality in Face Authentication. SVM 2002: 249-259
26EEWulfram Gerstner, Werner M. Kistler: Mathematical formulations of Hebbian learning. Biological Cybernetics 87(5-6): 404-415 (2002)
25 Alix Herrmann, Wulfram Gerstner: Noise and the PSTH Response to Current Transients: II. Integrate-and-Fire Model with Slow Recovery and Application to Motoneuron Data. Journal of Computational Neuroscience 12(2): 83-95 (2002)
24EEWerner M. Kistler, Wulfram Gerstner: Stable Propagation of Activity Pulses in Populations of Spiking Neurons. Neural Computation 14(5): 987-997 (2002)
23 Alix Herrmann, Wulfram Gerstner: Noise and the PSTH Response to Current Transients: I. General Theory and Application to the Integrate-and-Fire Neuron. Journal of Computational Neuroscience 11(2): 135-151 (2001)
22EERichard Kempter, Wulfram Gerstner, J. Leo van Hemmen: Intrinsic Stabilization of Output Rates by Spike-Based Hebbian Learning. Neural Computation 13(12): 2709-2741 (2001)
21EEWulfram Gerstner: Coding properties of spiking neurons: reverse and cross-correlations. Neural Networks 14(6-7): 599-610 (2001)
20EEAngelo Arleo, Wulfram Gerstner: Spatial orientation in navigating agents: Modeling head-direction cells. Neurocomputing 38-40: 1059-1065 (2001)
19EEMona Spiridon, Wulfram Gerstner: The accuracy of the population vector estimate in networks of integrate-and-fire type neurons using stationary and transient stimuli. Neurocomputing 38-40: 927-934 (2001)
18EEJiri Matas, Miroslav Hamouz, Kenneth Jonsson, Josef Kittler, Yongping Li, Constantine Kotropoulos, Anastasios Tefas, Ioannis Pitas, Teewoon Tan, Hong Yan, Fabrizio Smeraldi, N. Capdevielle, Wulfram Gerstner, Yousri Abdeljaoued, Josef Bigün, S. Ben-Yacoub, E. Mayoraz: Comparison of Face Verification Results on the XM2VTS Database. ICPR 2000: 4858-4863
17 Angelo Arleo, Fabrizio Smeraldi, Stéphane Hug, Wulfram Gerstner: Place Cells and Spatial Navigation Based on 2D Visual Feature Extraction, Path Integration, and Reinforcement Learning. NIPS 2000: 89-95
16 Wulfram Gerstner: Population Dynamics of Spiking Neurons: Fast Transients, Asynchronous States, and Locking. Neural Computation 12(1): 43-89 (2000)
15 Hans E. Plesser, Wulfram Gerstner: Noise in Integrate-and-Fire Neurons: From Stochastic Input to Escape Rates. Neural Computation 12(2): 367-384 (2000)
14EEAlix Herrmann, Wulfram Gerstner: Effect of noise on neuron transient response. Neurocomputing 32-33: 147-154 (2000)
13EEHans E. Plesser, Wulfram Gerstner: Escape rate models for noisy integrate-and-free neurons. Neurocomputing 32-33: 219-224 (2000)
12EEMona Spiridon, Carson C. Chow, Wulfram Gerstner: Effect of correlations on signal transmission in a population of spiking neurons. Neurocomputing 32-33: 529-535 (2000)
11 Mona Spiridon, Wulfram Gerstner: Noise Modulation by Stochastic Neurons of the Integrate-and Fire Type. IWANN (1) 1999: 268-276
10EERichard Kempter, Wulfram Gerstner, J. Leo van Hemmen: Spike-Based Compared to Rate-Based Hebbian Learning. NIPS 1998: 125-131
9 Richard Kempter, Wulfram Gerstner, J. Leo van Hemmen, Hermann Wagner: Extracting Oscillations: Neuronal Coincidence Detection with Noisy Periodic Spike Input. Neural Computation 10(8): 1987-2017 (1998)
8 Wulfram Gerstner, Alain Germond, Martin Hasler, Jean-Daniel Nicoud: Artificial Neural Networks - ICANN '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings Springer 1997
7 Wulfram Gerstner, L. F. Abbott: Learning Navigational Maps Through Potentiation and Modulation of Hippocampal Place Cells. Journal of Computational Neuroscience 4(1): 79-94 (1997)
6EEWerner M. Kistler, Wulfram Gerstner, J. Leo van Hemmen: Reduction of the Hogkin-Huxley Equations to a Single-Variable Threshold Model. Neural Computation 9(5): 1015-1045 (1997)
5EERichard Kempter, Wulfram Gerstner, J. Leo van Hemmen, Hermann Wagner: Temporal coding in the sub-millisecond range: Model of barn owl auditory pathway. NIPS 1995: 124-130
4EEC. Fohlmeister, Wulfram Gerstner, Raphael Ritz, J. Leo van Hemmen: Spontaneous excitations in the visual cortex: stripes, spirals, rings, and collective bursts. Neural Computation 7(5): 905-914 (1995)
3EEWulfram Gerstner, J. Leo van Hemmen: How to Describe Neuronal Activity: Spikes, Rates, or Assemblies? NIPS 1993: 463-470
2 J. Leo van Hemmen, Wulfram Gerstner, Andreas V. M. Herz, Reimer Kühn, B. Sulzer, M. Vaas: Encoding and Decoding of Patterns which are Correlated in Space and Time. ÖGAI 1990: 153-162
1EEWulfram Gerstner: Associative Memory in a Network of `Biological' Neurons. NIPS 1990: 84-90

Coauthor Index

1L. F. Abbott [7]
2Yousri Abdeljaoued [18]
3Kazuyuki Aihara [36] [53]
4Angelo Arleo [17] [20] [28]
5Laurent Badel [47] [56]
6David Barber [32] [48]
7S. Ben-Yacoub [18]
8Thomas K. Berger [55] [56]
9Josef Bigün [18] [27]
10Silvio Borer [29]
11N. Capdevielle [18]
12Ricardo Chavarriaga [38] [41] [44] [45] [46]
13Carson C. Chow [12]
14Claudia Clopath [51] [54] [57]
15Markus Diesmann [59]
16Michael Esfeld [52]
17C. Fohlmeister [4]
18Alain Germond [8]
19Miroslav Hamouz [18]
20Martin Hasler [8]
21J. Leo van Hemmen [2] [3] [4] [5] [6] [9] [10] [22]
22Alix Herrmann [14] [23] [25]
23Andreas V. M. Herz [2]
24Michael H. Herzog [52]
25Stéphane Hug [17]
26Renaud Jolivet [33] [42] [49] [51] [55] [58]
27Kenneth Jonsson [18]
28Richard Kempter [5] [9] [10] [22]
29Werner M. Kistler [6] [24] [26]
30Josef Kittler [18]
31Jérémie Knüsel [50]
32Constantine Kotropoulos (Costas Kotropoulos) [18]
33Christophe Krebser [28]
34Reimer Kühn [2]
35Sandrine Lefort [56]
36Timothy J. Lewis [33]
37Yongping Li [18]
38André Longtin [54]
39Gediminas Luksys [50] [60]
40Hans-Rudolf Lüscher [42] [49] [51]
41Nicolas Marcille [57]
42Henry Markram [37] [40]
43Jiri Matas [18]
44Julien Mayor [34]
45E. Mayoraz [18]
46Ofer Melamed [37] [40]
47José del R. Millán [31] [35]
48Abigail Morrison [59]
49Josep Mouriño [31] [35]
50Richard Naud [55] [57]
51Jean-Daniel Nicoud [8]
52Carl C. H. Petersen [56]
53Jean-Pascal Pfister [32] [36] [43] [48] [53]
54Ioannis Pitas [18]
55Hans Ekkehard Plesser (Hans E. Plesser) [13] [15]
56Alexander Rauch [42] [49] [51]
57Frédéric Renkens [31] [35]
58Magnus J. E. Richardson [37] [39] [40] [47] [56]
59Raphael Ritz [4]
60Arnd Roth [55] [58]
61Carmen Sandi [50] [60]
62Felix Schürmann [55] [58]
63Walter Senn [58]
64Denis Sheynikhovich [38] [41] [44] [45] [46] [50]
65Gilad Silberberg [37] [40]
66Fabrizio Smeraldi [17] [18] [27]
67Pierre-Edouard Sottas [30]
68Mona Spiridon [11] [12] [19]
69Thomas Strösslin [28] [38] [41] [44] [45] [46]
70B. Sulzer [2]
71Teewoon Tan [18]
72Anastasios Tefas [18]
73Taro Toyoizumi [36] [48] [53]
74M. Vaas [2]
75Hermann Wagner [5] [9]
76Hong Yan [18]

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Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)